L'institut
FEMTO-ST
Département Optique
Daniel Brunner
PI
Photoni Artificial Neural Networks
Département Optique
Équipe OPTO
Équipe OPTO
CNRS
- Courriel :
- daniel.brunner [at] femto-st.fr
03.81.66.64.88
- Addresse :
-
TEMIS
15B avenue des Montboucons
25030 BESANCON cedex
Publications de Daniel BRUNNER
2025 (3)
- inproceedings - New insights, new experiments, and new approaches to computation: the many synergies between machine learning and nonlinear fibre optics.
ECOC2025, 51st European Conference on Optical Communication (ECOC2025 2025) / COPENHAGEN, Denmark (2025)
Dudley, John Michael | Ermolaev, Andrei | Hary, Mathilde | Mabed, Mehdi | Lapre, Coraline | Leybov, Ley | Ryczkowski, Piotr | Skalli, Anas | Brunner, Daniel | Finot, Christophe | Genty, Goëryressource | bibtex@inproceedings{0dd316bc-5b62-48c7-8037-94cdc759b558, title = {New insights, new experiments, and new approaches to computation: the many synergies between machine learning and nonlinear fibre optics.}, author = {Dudley, John Michael and Ermolaev, Andrei and Hary, Mathilde and Mabed, Mehdi and Lapre, Coraline and Leybov, Ley and Ryczkowski, Piotr and Skalli, Anas and Brunner, Daniel and Finot, Christophe and Genty, Go\"ery}, year = {2025}, address = {COPENHAGEN, Denmark}, booktitle = {ECOC2025, 51st European Conference on Optical Communication (ECOC2025 2025)}, editor = {}, month = {sep}, url = {https://publiweb.femto-st.fr/tntnet/entries/21638/documents/author/data} } - article - Limits of nonlinear and dispersive fiber propagation for an optical fiber-based extreme learning machine
Optics Letters (Volume 50, Issue (13), may 2025, Pages :4166 - 4169)
Ermolaev, Andrei | Hary, Mathilde | Leybov, Ley | Ryczkowski, Piotr | Skalli, Anas | Brunner, Daniel | Genty, Goëry | Dudley, John Michael - article - Training of Physical Neural Networks
Nature (Volume 645, Issue (), feb 2025, Pages :53 - 61)
Momeni, Ali | Rahmani, Babak | Scellier, Benjamin | Wright, Logan G | McMahon, Peter L | Wanjura, Clara C | Li, Yuhang | Skalli, Anas | Berloff, Natalia G | Onodera, Tatsuhiro | Oguz, Ilker | Morichetti, Francesco | Del Hougne, Philipp | Le Gallo, Manuel | Sebastian, Abu | Mirhoseini, Azalia | Zhang, Cheng | Markovic, Danijela | Brunner, Daniel | Moser, Christophe | Gigan, Sylvain | Marquardt, Florian | Ozcan, Aydogan | Grollier, Julie | Liu, Andrea J | Psaltis, Demetri | Alu, Andrea | Fleury, Romain
2024 (17)
- article - A photonics perspective on computing with physical substrates
Reviews in Physics (Volume 12, dec 2024, Pages :100093 (25))
Abreu, Steven | Boikov, Ivan | Goldmann, Mirko | Jonuzi, Tigers | Lupo, Alessandro | Masaad, Sarah | Nguyen, Long Hoang | Picco, Enrico | Pourcel, Guillaume | Skalli, Anas | Talandier, Lucas | Vettelschoss, Benedikt | Vlieg, Elger A. | Argyris, Apostolos | Bienstam, Peter | Brunner, Daniel | Dambre, Joni | Daudet, Laurent | Domenech, David | Fischer, Ingo | Horst, Folkert | Massar, Serge | Mirasso, C.R. | Offrein, Bert Jan | Soriano, M.C. | Sygletos, Stelios S. | Turitsyn, Sergei K. - inproceedings - Impression 3D par Polymerisation à deux photons : vers une intégration évolutive des réseaux 3D Photoniques.
/ Besançon, France (2024, Pages pages 1)
Genin, Victor | Puhalo-Smith, Jacob | Sharma, Kanhaya | Grabulosa, Adrià | Brunner, Danielressource | bibtex@inproceedings{5b94329c-cbb9-4a12-b734-30f125411e34, title = {Impression 3D par Polymerisation \`a deux photons : vers une int\'egration \'evolutive des r\'eseaux 3D Photoniques.}, author = {Genin, Victor and Puhalo-Smith, Jacob and Sharma, Kanhaya and Grabulosa, Adri\`a and Brunner, Daniel}, year = {2024}, address = {Besan\c{c}on, France}, editor = {}, month = {oct}, pages = {1}, url = {https://publiweb.femto-st.fr/tntnet/entries/20837/documents/author/data} } - article - Nonlinear integrated optical resonators for optical fibre data recovery
Optics Express (Volume 32, Issue (20), sep 2024, Pages :3422-34233)
Boikov, Ivan | Brunner, Daniel | De Rossi, A - inproceedings - High-density hybrid 3D optical integration to enable scalable photonic neural networks
Machine learning Photonics, Summer School Lake Como (2024) / Como, Italy (2024)
Sharma, Kanhaya | Grabulosa, Adrià | Jung, Erik | Brunner, Danieldoi | bibtex@inproceedings{a533f483-3a40-4f25-a72e-5636b2e1ee43, title = {High-density hybrid 3D optical integration to enable scalable photonic neural networks}, author = {Sharma, Kanhaya and Grabulosa, Adri\`a and Jung, Erik and Brunner, Daniel}, year = {2024}, address = {Como, Italy}, booktitle = {Machine learning Photonics, Summer School Lake Como (2024)}, editor = {}, month = {sep}, doi = {https://doi.org/10.1117/12.3022124} } - inproceedings - Computation with large scalable spiking photonic neural network
3rd International Conference on Physical Computing (ICOPC 2024) / HEIDELBERG, Germany (2024, Pages pages 1)
Talukder, Ria | Skalli, Anas | Brunner, Danielbibtex@inproceedings{909691a2-b42f-4b33-a4e5-5b141afac8d7, title = {Computation with large scalable spiking photonic neural network}, author = {Talukder, Ria and Skalli, Anas and Brunner, Daniel}, year = {2024}, address = {HEIDELBERG, Germany}, booktitle = {3rd International Conference on Physical Computing (ICOPC 2024)}, editor = {}, month = {aug}, pages = {1} } - inproceedings - 3D printing as efficient tool for hybrid co-integration of multiple photonic platforms
3rd Sino-German Symposium FNMS (FNMS 2024) / Zhoushan Island, China (2024)
Grabulosa, Adrià | Skalli, Anas | Brunner, Danielressource | bibtex@inproceedings{4fc05b4b-0bea-4ae1-b236-b56b5f1540a0, title = {3D printing as efficient tool for hybrid co-integration of multiple photonic platforms}, author = {Grabulosa, Adri\`a and Skalli, Anas and Brunner, Daniel}, year = {2024}, address = {Zhoushan Island, China}, booktitle = {3rd Sino-German Symposium FNMS (FNMS 2024)}, editor = {}, month = {aug}, url = {https://publiweb.femto-st.fr/tntnet/entries/20847/documents/author/data} } - inproceedings - High-density hybrid 3D optical integration to enable scalable photonic neural networks
SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI 2024) / San Diego, United States (Volume PC13118, 2024, Pages pages PC1311803)
Sharma, Kanhaya | Grabulosa, Adrià | Jung, Erik | Brunner, Danieldoi | bibtex@inproceedings{f59c8379-020c-4353-bdf5-a6c6efeed945, title = {High-density hybrid 3D optical integration to enable scalable photonic neural networks}, author = {Sharma, Kanhaya and Grabulosa, Adri\`a and Jung, Erik and Brunner, Daniel}, year = {2024}, address = {San Diego, United States}, booktitle = {SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence (ETAI 2024)}, editor = {f59c8379-020c-4353-bdf5-a6c6efeed945-editor.pdf}, month = {aug}, pages = {PC1311803}, volume = {PC13118}, doi = {https://doi.org/10.1117/12.3026202} } - inproceedings - Applications of AI in nonlinear fiber optic
/ Vilnius, Lithuania (Volume 307, 2024)
Genty, Goëry | Hary, Mathilde | Mabed, Mehdi | Ermolaev, Andrei | Brunner, Daniel | Dudley, John Michaeldoi | bibtex@inproceedings{57d98f1e-6c3b-4cc8-929f-43cb9b228e28, title = {Applications of AI in nonlinear fiber optic}, author = {Genty, Go\"ery and Hary, Mathilde and Mabed, Mehdi and Ermolaev, Andrei and Brunner, Daniel and Dudley, John Michael}, year = {2024}, address = {Vilnius, Lithuania}, editor = {}, month = {aug}, pages = {}, volume = {307}, doi = {https://doi.org/10.1051/epjconf/202430702001 } } - inproceedings - Additive-CMOS compatible fabrication of 3D photonic circuits for integrating multi-chip and multi-material platforms
/ São Carlos, Brazil (2024)
Grabulosa, Adrià | Porte, Xavier | Moughames, Johnny | Brunner, Danielbibtex@inproceedings{419ac6da-c160-4211-b4ef-655449e5f6e1, title = {Additive-CMOS compatible fabrication of 3D photonic circuits for integrating multi-chip and multi-material platforms}, author = {Grabulosa, Adri\`a and Porte, Xavier and Moughames, Johnny and Brunner, Daniel}, year = {2024}, address = {S\~ao Carlos, Brazil}, editor = {}, month = {jul} } - article - Impact of white noise in artificial neural networks trained for classification: Performance and noise mitigation strategies
Chaos (Volume 34, Issue (5), may 2024, Pages :1)
Semenova, Nadezhda | Brunner, Daniel - article - Experimental reservoir computing with diffractively coupled VCSELs
Optics Letters (Volume 49, Issue (9), may 2024, Pages :2285 - 2288)
Pflüger, Moritz | Brunner, Daniel | Heuser, Tobias | Lott, James A. | Reitzenstein, Stephan | Fischer, Ingo - article - Reviving holographic photonic integration
Nature Photonics (Volume 18, Issue (4), may 2024, Pages :402 - 403)
Brunner, Daniel - inproceedings - Additive-CMOS compatible fabrication of 3D photonic circuits towards multi-chip integration of hybrid platforms
/ Strasbourg, France (2024)
Grabulosa, Adrià | Porte, Xavier | Moughames, Johnny | Jung, Erik | Brunner, Danielbibtex@inproceedings{0d0cb0ab-d9ee-4749-9a50-0e3656c50856, title = {Additive-CMOS compatible fabrication of 3D photonic circuits towards multi-chip integration of hybrid platforms}, author = {Grabulosa, Adri\`a and Porte, Xavier and Moughames, Johnny and Jung, Erik and Brunner, Daniel}, year = {2024}, address = {Strasbourg, France}, editor = {}, month = {apr} } - inproceedings - Three-dimensional integrated optical neural network
SPIE Photonics Europe (2024) / Strasbourg, France (Volume 13017, 2024, Pages pages 130170K (3))
Sharma, Kanhaya | Grabulosa, Adrià | Jung, Erik | Brunner, Danielressource | doi | bibtex@inproceedings{576edb6b-cc18-4e54-83e3-72c490590027, title = {Three-dimensional integrated optical neural network}, author = {Sharma, Kanhaya and Grabulosa, Adri\`a and Jung, Erik and Brunner, Daniel}, year = {2024}, address = {Strasbourg, France}, booktitle = {SPIE Photonics Europe (2024)}, editor = {}, month = {apr}, pages = {130170K (3)}, url = {https://publiweb.femto-st.fr/tntnet/entries/20868/documents/author/data}, volume = {13017}, doi = {https://doi.org/10.1117/12.3022124} } - inproceedings - Adaptative additive fabrication of parallel, high-performing 3D integrated optical interconnects
SPIE Photonics Europe (2024) / Strasbourg, France (Volume PC12995, 2024, Pages pages PC129950B)
Grabulosa, Adrià | Porte, Javier | Moughames, Johnny | Jung, Erik | Sharma, Kanhaya | Brunner, Danieldoi | bibtex@inproceedings{56eb26e4-76be-464f-91ef-c22de68600d7, title = {Adaptative additive fabrication of parallel, high-performing 3D integrated optical interconnects}, author = {Grabulosa, Adri\`a and Porte, Javier and Moughames, Johnny and Jung, Erik and Sharma, Kanhaya and Brunner, Daniel}, year = {2024}, address = {Strasbourg, France}, booktitle = {SPIE Photonics Europe (2024)}, editor = {56eb26e4-76be-464f-91ef-c22de68600d7-editor.pdf}, month = {apr}, pages = {PC129950B}, volume = {PC12995}, doi = {https://doi.org/10.1117/12.3022006} } - inproceedings - Towards An Algebraic Decomposition Of 3D Photonic Waveguide Circuits for Opto-Electronic Neuromorphic Chips
(2024, Pages pages 1)
Puhalo-Smith, Jacob | Querlioz, Damien | Vianello, Elisa | Portal, Jean-Michel | Brunner, Danielressource | bibtex@inproceedings{6315f572-99c5-408d-ab63-471b9d1e969c, title = {Towards An Algebraic Decomposition Of 3D Photonic Waveguide Circuits for Opto-Electronic Neuromorphic Chips}, author = {Puhalo-Smith, Jacob and Querlioz, Damien and Vianello, Elisa and Portal, Jean-Michel and Brunner, Daniel}, year = {2024}, editor = {}, month = {mar}, pages = {1}, url = {https://publiweb.femto-st.fr/tntnet/entries/20838/documents/author/data} } - misc - 3D printed photonic circuits towards efficient and scalable integration of hybrid photonic platforms
( 2024)
Grabulosa, Adrià | Porte, Xavier | Moughames, Johnny | Brunner, Danielbibtex@misc{770f3148-7eb8-4b45-818b-0617d569731b, title = {3D printed photonic circuits towards efficient and scalable integration of hybrid photonic platforms}, author = {Grabulosa, Adri\`a and Porte, Xavier and Moughames, Johnny and Brunner, Daniel}, year = {2024}, editor = {} }
2023 (18)
- article - Direct coupling of nonlinear integrated cavities for all-optical reservoir computing
New Journal of Physics (Volume 25, Issue (), oct 2023, Pages :093056 (19))
Boikov , I.K. | Brunner, Daniel | De Rossi, A - inproceedings - Some (crucial) differences between neural network concepts, physical hardware and resulting consequences
SPIE Emerging Topics in Artificial Intelligence (2023) / San Diego, United States (2023, Pages pages PC126550I)
Brunner, Danieldoi | bibtex@inproceedings{bf9da040-3fdf-4861-9058-df94639f096b, title = {Some (crucial) differences between neural network concepts, physical hardware and resulting consequences}, author = {Brunner, Daniel}, year = {2023}, address = {San Diego, United States}, booktitle = {SPIE Emerging Topics in Artificial Intelligence (2023)}, editor = {}, month = {sep}, pages = {PC126550I}, doi = {10.1117/12.2679679} } - article - Linear Optical Random Projections Without Holography
Optics Express (Volume 31, Issue (16), jul 2023, Pages :25881-25888)
Ohana, Ruben | Hesslow, Daniel | Brunner, Daniel | Gigan, Sylvain | Müller, Kilian - article - Deterministic and stochastic coarsening control in optically addressed spatial light modulators subject to optical feedback
Physical Review B (Volume 108, Issue (2), jul 2023, Pages :024307(9))
Semenov, Vladimir | Porte, Xavier | Larger, Laurent | Brunner, Daniel - article - (3+1)D printed adiabatic 1-to-M broadband couplers and fractal splitter networks
Optics Express (Volume 31, Issue (12), jun 2023, Pages :20256-20264)
Grabulosa, Adrià | Porte, Xavier | Jung, Erik | Moughames, Johnny | Kadic, Muamer | Brunner, Daniel - inproceedings - Scalable and autonomous photonic neural networks
2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023) / Munich, Germany (2023, Pages pages paper jsiii_6_1)
Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{beb2adfc-e4c6-481a-ac3d-72295284a8c1, title = {Scalable and autonomous photonic neural networks}, author = {Grabulosa, Adri\`a and Skalli, Anas and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {Munich, Germany}, booktitle = {2023 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2023)}, editor = {}, month = {jun}, pages = {paper jsiii_6_1} } - article - Additive 3D photonic integration that is CMOS compatible
Nanotechnology (Volume 34, Issue (32), may 2023, Pages :322002 (15))
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Kadic, Muamer | Brunner, Daniel - inproceedings - 3D additive fabrication for CMOS-compatible integration of scalable neural networks
European Materials Research Society Spring meeting (EMRS Spring meeting 2023) / Strasbourg, France (2023)
Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{9a8a81a9-3740-4bf9-8ce7-5a7c3aa66cec, title = {3D additive fabrication for CMOS-compatible integration of scalable neural networks}, author = {Grabulosa, Adri\`a and Skalli, Anas and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {Strasbourg, France}, booktitle = {European Materials Research Society Spring meeting (EMRS Spring meeting 2023)}, editor = {}, month = {may} } - article - Low-threshold lasing of optically pumped micropillar lasers with Al0.2Ga0.8As/Al0.9Ga0.1As distributed Bragg reflectors
Applied Physics Letters (Volume 122, Issue (15), apr 2023, Pages :151111 (6))
Shih, Ching-Wen | Limame, Imad | Krüger, Sebastian | Palekar, Chirag C. | Koulas-Simos, Aris | Brunner, Daniel | Reitzenstein, Stephan - article - Neural network learning with photonics and for photonic circuit design
Nanophotonics (Volume 12, Issue (2), mar 2023, Pages :773-775)
Brunner, Daniel | Soriano, M.C. | Fan, Shanhui - article - Injection locking and coupling the emitters of large VCSEL arrays via diffraction in an external cavity
Optics Express (Volume 31, Issue (5), feb 2023, Pages :8704-8713)
Pflüger, Moritz | Brunner, Daniel | Heuser, Tobias | A. Loot, James | Reitzenstein, Stephan | Fischer, Ingo - inproceedings - Towards scalable and autonomous Photonic Neural Networks
Swiss photonics workshop (2023) / EPFL, Lausanne, Switzerland (2023)
Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{be1354b4-29c3-43ca-aa6c-343ed44d06bb, title = {Towards scalable and autonomous Photonic Neural Networks}, author = {Grabulosa, Adri\`a and Skalli, Anas and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {EPFL, Lausanne, Switzerland}, booktitle = {Swiss photonics workshop (2023)}, editor = {}, month = {feb} } - inproceedings - Scalability: essence for (photonic) neural networks
SMYLE Symposium (2023) / EPFL, Lausanne, Switzerland (2023)
Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Kadic, Muamer | Brunner, Danielbibtex@inproceedings{4f0fc12c-57f6-41f5-b5eb-dddec5388d8f, title = {Scalability: essence for (photonic) neural networks}, author = {Grabulosa, Adri\`a and Skalli, Anas and Moughames, Johnny and Porte, Xavier and Kadic, Muamer and Brunner, Daniel}, year = {2023}, address = {EPFL, Lausanne, Switzerland}, booktitle = {SMYLE Symposium (2023)}, editor = {}, month = {feb} } - inproceedings - Scalability and photonic neural networks
Rank Symposium (2023) / Grasmere, United Kingdom (2023)
Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{bf64264c-a28b-4812-a485-14f37965af55, title = {Scalability and photonic neural networks}, author = {Grabulosa, Adri\`a and Skalli, Anas and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {Grasmere, United Kingdom}, booktitle = {Rank Symposium (2023)}, editor = {}, month = {feb} } - inproceedings - Versatile DMDs as input information platform and trainable weights in optical neural networks
SPIE Photonics West (2023) / San Francisco, California, United States (2023)
Skalli, Anas | Porte, Xavier | Haghighi, Nasibeh | Lott, James A. | Reitzenstein, Stephan | Brunner, Danielbibtex@inproceedings{435c59b4-07a3-4718-8935-da05f96b2ca8, title = {Versatile DMDs as input information platform and trainable weights in optical neural networks}, author = {Skalli, Anas and Porte, Xavier and Haghighi, Nasibeh and Lott, James A. and Reitzenstein, Stephan and Brunner, Daniel}, year = {2023}, address = {San Francisco, California, United States}, booktitle = {SPIE Photonics West (2023)}, editor = {}, month = {jan} } - inproceedings - Versatile DMDs as input information platform and trainable weights in optical neural networks
SPIE Photonics West (2023) / San Francisco, California, United States (2023)
Skalli, Anas | Porte, Xavier | Brunner, Danieldoi | bibtex@inproceedings{b036e7eb-65d7-4d81-89b4-3203bafcfa8e, title = {Versatile DMDs as input information platform and trainable weights in optical neural networks}, author = {Skalli, Anas and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {San Francisco, California, United States}, booktitle = {SPIE Photonics West (2023)}, editor = {}, month = {jan}, doi = {} } - inproceedings - 3D additive fabrication for CMOS-compatible integration of scalable neural networks
SPIE Photonics West (2023) / San Francisco, California, United States (2023)
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{4d53d5b6-dd39-4ecb-b09b-e805197b6f28, title = {3D additive fabrication for CMOS-compatible integration of scalable neural networks}, author = {Grabulosa, Adri\`a and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2023}, address = {San Francisco, California, United States}, booktitle = {SPIE Photonics West (2023)}, editor = {}, month = {jan} } - inproceedings - Fully (implemented, scalable, and parallel) recurrent photonic neural networks in multimode semiconductor lasers
SPIE Photonics West (2023) / San Francisco, California, United States (2023)
Skalli, Anas | Porte, Xavier | Haghighi, Nasibeh | Lott, James A. | Reitzenstein, Stephan | Brunner, Danieldoi | bibtex@inproceedings{fc79fe14-ea2c-46f3-a2e9-d3849f8ad26b, title = {Fully (implemented, scalable, and parallel) recurrent photonic neural networks in multimode semiconductor lasers}, author = {Skalli, Anas and Porte, Xavier and Haghighi, Nasibeh and Lott, James A. and Reitzenstein, Stephan and Brunner, Daniel}, year = {2023}, address = {San Francisco, California, United States}, booktitle = {SPIE Photonics West (2023)}, editor = {}, month = {jan}, doi = {10.1117/12.2650070} }
2022 (7)
- inproceedings - Computer microvision-based precision motion measurement by digital holographic microscopy and photonic neural networks
Workshop on Nonlinear Photonics and Applications (2022) / Helsinki-Stockholm-Helsinki (boat), Finland (2022)
Jacquot, Maxime | Cuenat, Stéphane | Brito Carcaño, Jesús Eduardo | Laurent, Guillaume | Couturier, Raphael | Sandoz, Patrick | Brunner, Daniel | Larger, Laurentbibtex@inproceedings{7871ef3d-5a3a-4744-ad2a-95b156d9586e, title = {Computer microvision-based precision motion measurement by digital holographic microscopy and photonic neural networks}, author = {Jacquot, Maxime and Cuenat, St\'ephane and Brito Carca\~no, Jes\'us Eduardo and Laurent, Guillaume and Couturier, Raphael and Sandoz, Patrick and Brunner, Daniel and Larger, Laurent}, year = {2022}, address = {Helsinki-Stockholm-Helsinki (boat), Finland}, booktitle = {Workshop on Nonlinear Photonics and Applications (2022)}, editor = {}, month = {oct} } - inproceedings - (3+1)D-printed adiabatic 1-to-N couplers
2022 SPIE Optics + Photonics (2022) / San Diego, United States (2022, Pages pages 301-305)
Grabulosa, Adrià | Porte, Xavier | Moughames, Johnny | Brunner, Danielressource | bibtex@inproceedings{67e438cd-bbd7-4698-9b77-de27256f3521, title = {(3+1)D-printed adiabatic 1-to-N couplers}, author = {Grabulosa, Adri\`a and Porte, Xavier and Moughames, Johnny and Brunner, Daniel}, year = {2022}, address = {San Diego, United States}, booktitle = {2022 SPIE Optics + Photonics (2022)}, month = {aug}, pages = {301-305}, url = {https://publiweb.femto-st.fr/tntnet/entries/19183/documents/author/data} } - inproceedings - Realisation of large-scale photonic spiking hardware system
2022 SPIE Optics + Photonics (2022) / San Diego, United States (Volume 12204, Issue , 2022, Pages pages 122040A (1-4))
Talukder, Ria | Porte, Xavier | Brunner, Danieldoi | bibtex@inproceedings{fdb25ada-30a3-4601-9c52-647b818d9433, title = {Realisation of large-scale photonic spiking hardware system}, author = {Talukder, Ria and Porte, Xavier and Brunner, Daniel}, year = {2022}, address = {San Diego, United States}, booktitle = {2022 SPIE Optics + Photonics (2022)}, month = {aug}, number = { }, pages = {122040A (1-4)}, volume = {12204}, doi = {10.1117/12.2633530}, journal = {Emerging Topics in Artificial Intelligence 2022} } - inproceedings - Ultra-fast microfabrication of single-mode waveguides by one and two-photon polymerization
Congrès général Optique de la Société Française d'Optique (2022) / Nice, France (2022)
Moughames, Johnny | Grabulosa, Adrià | Porte, Xavier | Brunner, Danielbibtex@inproceedings{7e252edb-772c-4362-99b4-9775c7c9995b, title = {Ultra-fast microfabrication of single-mode waveguides by one and two-photon polymerization}, author = {Moughames, Johnny and Grabulosa, Adri\`a and Porte, Xavier and Brunner, Daniel}, year = {2022}, address = {Nice, France}, booktitle = {Congr\`es g\'en\'eral Optique de la Soci\'et\'e Fran\c{c}aise d'Optique (2022)}, month = {jul} } - inproceedings - One-step Fabrication of (3+1)D Integrated Waveguides for Photonic Applications
The 3rd international congress on advanced materials sciences and engineering (AMSE 2022) / Opatija, Croatia (2022)
Moughames, Johnny | Porte, Xavier | Grabulosa, Adrià | Brunner, Danielbibtex@inproceedings{4a89eeb6-f7c9-4aa1-8f70-326ace245bf6, title = {One-step Fabrication of (3+1)D Integrated Waveguides for Photonic Applications}, author = {Moughames, Johnny and Porte, Xavier and Grabulosa, Adri\`a and Brunner, Daniel}, year = {2022}, address = {Opatija, Croatia}, booktitle = {The 3rd international congress on advanced materials sciences and engineering (AMSE 2022)}, month = {jul} } - inproceedings - Scalable electro-optical spiking neural network
Women in Photonics (2022) / Jena, Germany (2022)
Talukder, Ria | Porte, Xavier | Brunner, Danielressource | bibtex@inproceedings{e41e984a-7bac-4a31-8233-3b4b7f0452d0, title = {Scalable electro-optical spiking neural network }, author = {Talukder, Ria and Porte, Xavier and Brunner, Daniel}, year = {2022}, address = {Jena, Germany}, booktitle = {Women in Photonics (2022)}, month = {may}, url = {https://publiweb.femto-st.fr/tntnet/entries/19442/documents/author/data} } - article - Combining one and two photon polymerization for accelerated high performance (3 + 1)D photonic integration
Nanophotonics (Volume 11, Issue (8), mar 2022, Pages :1591-1601 )
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Daniel
2021 (25)
- inproceedings - Analog computing on spiking photonic neural networks
EPFL- Photonic days (2021) / EPFL - Lausanne, Switzerland (2021)
Talukder, Ria | Skalli, Anas | Andreoli, Louis | Brunner, Danielbibtex@inproceedings{541383a6-150d-44b7-a625-277c5647cf16, title = {Analog computing on spiking photonic neural networks}, author = {Talukder, Ria and Skalli, Anas and Andreoli, Louis and Brunner, Daniel}, year = {2021}, address = {EPFL - Lausanne, Switzerland}, booktitle = {EPFL- Photonic days (2021)}, month = {dec} } - inproceedings - Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks
EPFL- Photonic days (2021) / EPFL - Lausanne, Switzerland (2021)
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{6fdfd492-1ebc-4ba8-9da9-411ace624200, title = {Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks}, author = {Grabulosa, Adri\`a and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2021}, address = {EPFL - Lausanne, Switzerland}, booktitle = {EPFL- Photonic days (2021)}, month = {dec} } - inproceedings - Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks
2021 Student Chapter Photonics Day (2021) / Besançon, France (2021)
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{931a8b4c-2211-4b55-848c-dd11150afde9, title = {Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks}, author = {Grabulosa, Adri\`a and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2021}, address = {Besan\c{c}on, France}, booktitle = {2021 Student Chapter Photonics Day (2021)}, month = {dec} } - inproceedings - Analog computing on spiking photonic neural networks
2021 International Symposium on Physics and Applications of Laser Dynamics (IS-PALD 2021) / Saitama City, Japan (2021)
Talukder, Ria | Skalli, Anas | Andreoli, Louis | Brunner, Danielbibtex@inproceedings{667b9408-3688-419a-a307-1c3d85a75421, title = {Analog computing on spiking photonic neural networks}, author = {Talukder, Ria and Skalli, Anas and Andreoli, Louis and Brunner, Daniel}, year = {2021}, address = {Saitama City, Japan}, booktitle = {2021 International Symposium on Physics and Applications of Laser Dynamics (IS-PALD 2021)}, month = {nov} } - inproceedings - Neural network computing using a large-area VCSEL
27th International Semiconductor Laser Conference (ISLC 2021 2021) / Virtual Event, Potsdam, Germany (2021)
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{fa47641b-2bbe-44c5-a0db-6b0fee5f92f8, title = {Neural network computing using a large-area VCSEL}, author = {Porte, Xavier and Skalli, Anas and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Virtual Event, Potsdam, Germany}, booktitle = {27th International Semiconductor Laser Conference (ISLC 2021 2021)}, month = {oct} } - misc - IOP Journal of Physics : Photonics Emerging Leader 2021
(oct 2021)
Brunner, Danielbibtex@misc{d712c091-18dd-4161-bf3c-393ae9884af7, title = {IOP Journal of Physics : Photonics Emerging Leader 2021}, author = {Brunner, Daniel}, year = {2021}, month = {oct} } - inproceedings - Neural network computing with a large-area VCSEL
European Semiconductor Laser Workshop (ELSW 2021) / Virtual Event, Paris, France (2021)
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{611a3ddc-323e-4533-b66a-c4f5028485bf, title = {Neural network computing with a large-area VCSEL}, author = {Porte, Xavier and Skalli, Anas and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Virtual Event, Paris, France}, booktitle = {European Semiconductor Laser Workshop (ELSW 2021)}, month = {sep} } - misc - Co-organizer : DPG (German Physical Society) annual meeting, SYNC 1: Symposium: Advanced neuromorphic computing hardware: Towards efficient machine learning.
(sep 2021)
Brunner, Daniel | Reitzenstein, Stephan | Grollier, Juliebibtex@misc{16fae8f9-c360-4537-8cf1-bf0bacb551f4, title = {Co-organizer : DPG (German Physical Society) annual meeting, SYNC 1: Symposium: Advanced neuromorphic computing hardware: Towards efficient machine learning.}, author = {Brunner, Daniel and Reitzenstein, Stephan and Grollier, Julie}, year = {2021}, month = {sep} } - inproceedings - Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks
2021 SPIE Optics + Photonics (2021) / San Diego, United States (2021)
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{6c61e1d7-411f-406c-b0f5-a6c77845737c, title = {Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks}, author = {Grabulosa, Adri\`a and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2021}, address = {San Diego, United States}, booktitle = {2021 SPIE Optics + Photonics (2021)}, month = {aug} } - inproceedings - Neural network computing with multimode lasers
International Conference on "Control of Self-Organizing Nonlinear Systems" (2021) / Virtual Event, Potsdam, Germany (2021)
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{9926facf-ffd8-4c0e-899f-e245d4ae2317, title = {Neural network computing with multimode lasers}, author = {Porte, Xavier and Skalli, Anas and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Virtual Event, Potsdam, Germany}, booktitle = {International Conference on "Control of Self-Organizing Nonlinear Systems" (2021)}, month = {aug} } - inproceedings - Neural network computing using a semiconductor multimode laser
OSA Nonlinear Optics Topical Meeting (NLO 2021) / Virtual Event, United States (2021)
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{48fc6e32-bbac-4882-9891-6dc85f918986, title = {Neural network computing using a semiconductor multimode laser}, author = {Porte, Xavier and Skalli, Anas and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Virtual Event, United States}, booktitle = {OSA Nonlinear Optics Topical Meeting (NLO 2021)}, month = {aug} } - misc - Co-Organizer : SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI2021)
(aug 2021)
Brunner, Daniel | Volpe, Giovanni | Pereira, Joana B. | Ozcan, Aydoganbibtex@misc{9475909d-8f35-47f7-9b66-b5d5f373f12b, title = {Co-Organizer : SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence (ETAI2021)}, author = {Brunner, Daniel and Volpe, Giovanni and Pereira, Joana B. and Ozcan, Aydogan }, year = {2021}, address = {San Diego, California, United States}, booktitle = {SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence (ETAI2021 2021)}, month = {aug} } - inproceedings - Realtime and scalable integrated photonic neural network
Congrès général Optique de la Société Française d'Optique (2021) / Dijon, France (2021)
Porte, Xavier | Skalli, Anas | Moughames, Johnny | Brunner, Danielbibtex@inproceedings{dac248c7-d48b-42e7-8ef0-8d6b6a092ccd, title = {Realtime and scalable integrated photonic neural network}, author = {Porte, Xavier and Skalli, Anas and Moughames, Johnny and Brunner, Daniel}, year = {2021}, address = {Dijon, France}, booktitle = {Congr\`es g\'en\'eral Optique de la Soci\'et\'e Fran\c{c}aise d'Optique (2021)}, month = {jul} } - inproceedings - Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks
Séminaire interne FEMTO (2021) / Online (Electronic Conference), France (2021)
Grabulosa, Adrià | Moughames, Johnny | Porte, Xavier | Brunner, Danielbibtex@inproceedings{eecff483-3ccb-4daa-b5a7-68bdaad2bc1a, title = {Three-dimensional two-photon polymerization: breakthrough towards scalable integration of photonic neural networks}, author = {Grabulosa, Adri\`a and Moughames, Johnny and Porte, Xavier and Brunner, Daniel}, year = {2021}, address = {Online (Electronic Conference), France}, booktitle = {S\'eminaire interne FEMTO (2021)}, month = {jul} } - inproceedings - A complete, autonomous and parallel photonic neural network in a semiconductor laser
Satellite workshop of "International Joint Conference on Neural Networks" (IJCNN2021 2022) / Virtual Event, France (2021)
Skalli, Anas | Porte, Xavier | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{93e72d5e-02ea-4f29-9350-faf3101f7469, title = {A complete, autonomous and parallel photonic neural network in a semiconductor laser}, author = {Skalli, Anas and Porte, Xavier and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Virtual Event, France}, booktitle = {Satellite workshop of "International Joint Conference on Neural Networks" (IJCNN2021 2022)}, month = {jul} } - misc - Co-organizer : Deep Learning in Unconventional Neuromorphic Hardware (DLUNH), Satellite workshop of "International Joint Conference on Neural Networks"
(jul 2021)
Brunner, Daniel | Gallicchio, Claudio | Soriano, M.C.bibtex@misc{34944dd0-10bb-4fbb-977a-36ee97e9febb, title = {Co-organizer : Deep Learning in Unconventional Neuromorphic Hardware (DLUNH), Satellite workshop of "International Joint Conference on Neural Networks"}, author = {Brunner, Daniel and Gallicchio, Claudio and Soriano, M.C.}, year = {2021}, address = {Virtual Event, France}, booktitle = {Satellite workshop of "International Joint Conference on Neural Networks" (IJCNN2021 2022)}, month = {jul} } - inproceedings - 3D-printed core-cladding waveguides and adiabatic splitters for integrated photonic circuits
2021 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2021) / Munich, Germany (2021)
Porte, Xavier | Moughames, Johnny | Larger, Laurent | Jacquot, Maxime | Kadic, Muamer | Brunner, Danielbibtex@inproceedings{52ec19b6-5ff8-414c-abfd-de98ea69c7c3, title = {3D-printed core-cladding waveguides and adiabatic splitters for integrated photonic circuits}, author = {Porte, Xavier and Moughames, Johnny and Larger, Laurent and Jacquot, Maxime and Kadic, Muamer and Brunner, Daniel}, year = {2021}, address = {Munich, Germany}, booktitle = {2021 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2021)}, month = {jun} } - inproceedings - Neural network computing using a large-area vertical-cavity surface-emitting laser
2021 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2021) / Munich, Germany (2021)
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Danielbibtex@inproceedings{51979578-e98e-4a7e-b91f-8a4018b016bf, title = {Neural network computing using a large-area vertical-cavity surface-emitting laser}, author = {Porte, Xavier and Skalli, Anas and Haghighi, Nasibeh and Reitzenstein, Stephan and Lott, J.A. and Brunner, Daniel}, year = {2021}, address = {Munich, Germany}, booktitle = {2021 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2021)}, month = {jun} } - misc - Technical program committee, CLEO/Europe-EQEC, JSIV (Deep learning in Photonics)
(jun 2021)
Brunner, Danielbibtex@misc{e80a8119-44fa-4200-8689-45982fccaf6b, title = {Technical program committee, CLEO/Europe-EQEC, JSIV (Deep learning in Photonics)}, author = {Brunner, Daniel}, year = {2021}, address = {Munich, Germany}, booktitle = {2021 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2021)}, month = {jun} } - misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
(may 2021)
Brunner, Danielbibtex@misc{e79b2a79-1297-4ee2-98a2-6715e0014abd, title = {Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)}, author = {Brunner, Daniel}, year = {2021}, address = {San Jose, California, United States}, booktitle = {2021 Conference on Lasers and Electro-Optics (CLEO 2021)}, month = {may} } - article - A complete, parallel and autonomous photonic neural network in a semiconductor multimode laser
Journal of Physics : Photonics (Volume 3, Issue (2), apr 2021, Pages :024017(8))
Porte, Xavier | Skalli, Anas | Haghighi, Nasibeh | Reitzenstein, Stephan | Lott, J.A. | Brunner, Daniel - article - Competitive photonic neural networks
Nature Photonics (Volume 15, Issue (5), apr 2021, Pages :323–324)
Brunner, Daniel | Psaltis, Demetri - article - Optical pumping of quantum dot micropillar lasers
Optics Express (Volume 29, Issue (6), mar 2021, Pages :9084-9097)
Andreoli, Louis | Porte, Xavier | Große, Jan | Moeglen-Paget, Baptiste | Furfaro, Luca | Reitzenstein, Stephan | Brunner, Daniel - inproceedings - Scalability and noise in (photonic) hardware neural networks
2021 SPIE Photonics West (2021) / San Francisco, United States (Volume 117030, Issue 117030I, 2021)
Semenova, Nadezhda | Moughames, Johnny | Porte, Xavier | Kadic, Muamer | Larger, Laurent | Brunner, Danieldoi | bibtex@inproceedings{a795d728-1cb1-45b4-b5f7-54b0586aa2b6, title = {Scalability and noise in (photonic) hardware neural networks}, author = {Semenova, Nadezhda and Moughames, Johnny and Porte, Xavier and Kadic, Muamer and Larger, Laurent and Brunner, Daniel}, year = {2021}, address = {San Francisco, United States}, booktitle = {2021 SPIE Photonics West (2021)}, month = {mar}, number = {117030I}, volume = {117030}, doi = {10.1117/12.2585745}, journal = {AI and Optical Data Sciences III} } - article - Bayesian Optimisation of Large-scale Photonic Reservoir Computers
Cognitive Computation (Volume , feb 2021, Pages :1-9)
Antonik, Piotr | Marsal, Nicolas | Brunner, Daniel | Rontani, Damien
2020 (21)
- article - 3D printed multimode-splitters for photonic interconnects
Optical Materials Express (Volume 10, Issue (11), nov 2020, Pages :2952 - 2961)
Moughames, Johnny | Porte, Xavier | Larger, Laurent | Jacquot, Maxime | Kadic, Muamer | Brunner, Daniel - article - Machine learning and applications in ultrafast photonics
Nature Photonics (Volume 15, nov 2020, Pages :91 - 101 )
Genty, Goëry | Salmela, L. | Dudley, John Michael | Brunner, Daniel | Kokhanovskiy, Alexey | Kobtsev, Sergei | Turitsyn, Sergei K. - article - Optical neural networks: The 3D connection
Photoniques (Volume , Issue (104), nov 2020, Pages :34-38)
Dinc, Niyazi Ulas | Psaltis, Demetri | Brunner, Daniel - article - Editorial- Photonics for computing and computing for photonics
Nanophotonics (Volume 9, Issue (13), sep 2020, Pages :4053 - 4054)
Brunner, Daniel | Marandi, Alireza | Bogaerts, Wim | Ozcan, Aydogan - article - Developing of a photonic hardware platform for brain-inspired computing based on 5X5 VCSEL arrays
Journal of Physics : Photonics (Volume 2, Issue (4), aug 2020, Pages : )
Heuser, Tobias | Pflüger, Moritz | Fischer, Ingo | Lott, J.A. | Brunner, Daniel | Reitzenstein, Stephan - inproceedings - Optically addressed spatial light modulators for photonic neural network implementations
SPIE NanoScience + Engineering (2020) / San Diego CA, United States (Volume 11469, 2020, Pages pages 1146905)
Semenov, Vladimir | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Abdulhalim, Ibrahim | Brunner, Danieldoi | bibtex@inproceedings{f8c8deb9-6f51-462d-aaec-acaca51dcaa4, title = {Optically addressed spatial light modulators for photonic neural network implementations}, author = {Semenov, Vladimir and Porte, Xavier and Jacquot, Maxime and Larger, Laurent and Abdulhalim, Ibrahim and Brunner, Daniel}, year = {2020}, address = {San Diego CA, United States}, booktitle = { SPIE NanoScience + Engineering (2020)}, month = {aug}, pages = {1146905}, volume = {11469}, doi = {10.1117/12.2570607}, journal = {Emerging Topics in Artificial Intelligence 2022} } - inproceedings - Noise propagation in feedforward and reservoir neural networks
SPIE NanoScience + Engineering (2020) / San Diego CA, United States (Volume 11469, Issue , 2020, Pages pages 114690J)
Semenova, Nadezhda | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Danieldoi | bibtex@inproceedings{31d55a60-8e02-421d-8d5c-1d0879ad6076, title = {Noise propagation in feedforward and reservoir neural networks}, author = {Semenova, Nadezhda and Porte, Xavier and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2020}, address = {San Diego CA, United States}, booktitle = { SPIE NanoScience + Engineering (2020)}, month = {aug}, number = { }, pages = {114690J}, volume = {11469}, doi = {10.1117/12.2570727}, journal = {Emerging Topics in Artificial Intelligence 2022} } - misc - Emerging Topics in Artificial Intelligence 2020
(aug 2020)
Volpe, Giovanni | Pereira, Joana B. | Brunner, Daniel | Ozcan, Aydoganbibtex@misc{9cddd53d-70a4-4d1c-afd2-7b1d8e44ea9e, title = {Emerging Topics in Artificial Intelligence 2020}, author = {Volpe, Giovanni and Pereira, Joana B. and Brunner, Daniel and Ozcan, Aydogan }, year = {2020}, address = {Online Only, United States}, booktitle = {2020 Emerging Topics in Artificial Intelligence 2020 (SPIE) (2020)}, editor = {9cddd53d-70a4-4d1c-afd2-7b1d8e44ea9e-editor.pdf}, month = {aug}, volume = {11469} } - misc - Co-Organizer : SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI2020)
(aug 2020)
Brunner, Daniel | Volpe, Giovanni | Pereira, Joana B. | Ozcan, Aydoganbibtex@misc{e2123e34-1daa-4db7-b210-fa9a1fb35e11, title = {Co-Organizer : SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence (ETAI2020)}, author = {Brunner, Daniel and Volpe, Giovanni and Pereira, Joana B. and Ozcan, Aydogan }, year = {2020}, address = {San Diego, United States}, booktitle = {SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence_2 (ETAI 2020)}, editor = {}, month = {aug} } - article - Boolean learning under noise-perturbations in hardware neural networks
Nanophotonics (Volume 9, Issue (13), jun 2020, Pages :4139 - 4147)
Andreoli, Louis | Porte, Xavier | Chretien, Stéphane | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel - article - Noise-enhanced spatial-photonic Ising machine
Nanophotonics (Volume 9, Issue (13), may 2020, Pages :4109-4116)
Pierangeli, Davide | Marcucci, Giulia | Brunner, Daniel | Conti, Claudio - inproceedings - 3D integrated photonic interconnects for scalable Neural Networks
Conference on Lasers and Electro-Optics (CLEO 2022) / San Jose, United States (2020)
Brunner, Daniel | Moughames, Johnny | Porte, Xavier | Thiel, Michael | Larger, Laurent | Jacquot, Maxime | Kadic, Muamerbibtex@inproceedings{4bcbff2c-cced-46ed-b66a-dda2b68389a9, title = {3D integrated photonic interconnects for scalable Neural Networks}, author = {Brunner, Daniel and Moughames, Johnny and Porte, Xavier and Thiel, Michael and Larger, Laurent and Jacquot, Maxime and Kadic, Muamer}, year = {2020}, address = {San Jose, United States}, booktitle = {Conference on Lasers and Electro-Optics (CLEO 2022)}, editor = {}, month = {may} } - misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
(may 2020)
Brunner, Danielbibtex@misc{5a26f386-761f-49e3-a8a9-872bf53e9c92, title = {Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)}, author = {Brunner, Daniel}, year = {2020}, address = {San Jose, United States}, booktitle = {Conference on Lasers and Electro-Optics (CLEO 2022)}, editor = {}, month = {may} } - inproceedings - Photonic reservoir computing and general considerations for photonic neural networks
ORC/ZI “in absentia” colloquium (2020) / University Of Southampton, United Kingdom (2020)
Brunner, Daniel | Jacquot, Maxime | Chretien, Stéphane | Reitzenstein, Stephan | Larger, Laurentbibtex@inproceedings{57003b27-17d5-42ab-b0a9-52c01081b5ee, title = {Photonic reservoir computing and general considerations for photonic neural networks}, author = {Brunner, Daniel and Jacquot, Maxime and Chretien, St\'ephane and Reitzenstein, Stephan and Larger, Laurent}, year = {2020}, address = {University Of Southampton, United Kingdom}, booktitle = {ORC/ZI ``in absentia'' colloquium (2020)}, month = {apr} } - inproceedings - Automatic classification of video using a scalable photonic neuro-inspired architecture
SPIE Photonics Europe (2020) / Strasbourg, France (Volume 11274, Issue 112740F, 2020)
Rontani, Damien | Antonik, Piotr | Marsal, Nicolas | Brunner, Danieldoi | bibtex@inproceedings{85132663-07a6-4174-90e2-89fc4d982b92, title = {Automatic classification of video using a scalable photonic neuro-inspired architecture}, author = {Rontani, Damien and Antonik, Piotr and Marsal, Nicolas and Brunner, Daniel}, year = {2020}, address = {Strasbourg, France}, booktitle = {SPIE Photonics Europe (2020)}, month = {mar}, number = {112740F}, volume = {11274}, doi = {10.1117/12.2551368}, journal = {Physics and Simulation of Optoelectronic Devices XXVIII} } - article - Introduction to JSTQE Issue on Photonics for Deep Learning and Neural Computing
IEEE Journal of Selected Topics in Quantum Electronics (Volume 26, Issue (1), feb 2020, Pages : 0200103 )
Prucnal, Paul R. | Shastri, Bhavin J. | Fischer, Ingo | Brunner, Daniel - inproceedings - General considerations for (photonic) neural networks implemented in hardware
Yale University (2020) / New Haven, United States (2020)
Brunner, Daniel | Andreoli, Louis | Porte, Xavier | Semenova, Nadezhda | Jacquot, Maxime | Chretien, Stéphane | Reitzenstein, Stephan | Kadic, Muamer | Larger, Laurentbibtex@inproceedings{ee1d4202-5c43-46d3-8ee8-2323210fa6ab, title = {General considerations for (photonic) neural networks implemented in hardware}, author = {Brunner, Daniel and Andreoli, Louis and Porte, Xavier and Semenova, Nadezhda and Jacquot, Maxime and Chretien, St\'ephane and Reitzenstein, Stephan and Kadic, Muamer and Larger, Laurent}, year = {2020}, address = {New Haven, United States}, booktitle = {Yale University (2020)}, month = {feb} } - inproceedings - Size scalable integration of photonic neural networks
2020 SPIE Photonics West / San Francisco, United States (2020)
Moughames, Johnny | Porte, Xavier | Thiel, Michael | Larger, Laurent | Jacquot, Maxime | Kadic, Muamer | Brunner, Danielbibtex@inproceedings{56dcfc1e-1c04-41ca-82bf-e438ae5cb0ee, title = {Size scalable integration of photonic neural networks}, author = {Moughames, Johnny and Porte, Xavier and Thiel, Michael and Larger, Laurent and Jacquot, Maxime and Kadic, Muamer and Brunner, Daniel}, year = {2020}, address = {San Francisco, United States}, booktitle = {2020 SPIE Photonics West}, month = {feb} } - misc - Session co-organizer : SPIE Photonics West, "Physics and Simulation of Optoelectronic Devices XXVIII"
(feb 2020)
Brunner, Daniel | Lüdge, kathybibtex@misc{3f26cfc9-385b-470a-994a-9560659fbc23, title = {Session co-organizer : SPIE Photonics West, "Physics and Simulation of Optoelectronic Devices XXVIII"}, author = {Brunner, Daniel and L\"udge, kathy}, year = {2020}, address = {San Francisco, United States}, booktitle = {2020 SPIE Photonics West (2020)}, month = {feb} } - article - Three-dimensional waveguide interconnects for scalable integration of photonic neural networks
Optica (Volume 7, Issue (6), jan 2020, Pages :640-646)
Moughames, Johnny | Porte, Xavier | Thiel, Michael | Ulliac, Gwenn | Jacquot, Maxime | Larger, Laurent | Kadic, Muamer | Brunner, Daniel - inproceedings - Towards scalable Photonic Neural Networks
50th Physics of Quantum Electronics (PQE 2020) / Snowbird, United States (2020)
Moughames, Johnny | Porte, Xavier | Thiel, Michael | Larger, Laurent | Jacquot, Maxime | Kadic, Muamer | Brunner, Danielbibtex@inproceedings{2cb06eb3-658c-456c-a439-88c9ae418bff, title = {Towards scalable Photonic Neural Networks}, author = {Moughames, Johnny and Porte, Xavier and Thiel, Michael and Larger, Laurent and Jacquot, Maxime and Kadic, Muamer and Brunner, Daniel}, year = {2020}, address = {Snowbird, United States}, booktitle = {50th Physics of Quantum Electronics (PQE 2020)}, month = {jan} }
2019 (35)
- article - Advancing Fourier: space–time concepts in ultrafast optics, imaging, and photonic neural networks
Journal of the Optical Society of America A (JOSA A) (Volume 36, Issue (11), nov 2019, Pages :C69 - C77)
Froehly, Luc | Courvoisier, François | Brunner, Daniel | Larger, Laurent | Devaux, Fabrice | Lantz, Eric | Dudley, John Michael | Jacquot, Maxime - article - Human action recognition with a large-scale brain-inspired photonic computer
Nature Machine Intelligence (Volume 1, nov 2019, Pages :530 - 537)
Antonik, Piotr | Marsal, Nicolas | Brunner, Daniel | Rontani, Damien - article - Fundamental aspects of noise in analog-hardware neural networks
Chaos (Volume 29, oct 2019, Pages :103128-1 - 103128-11)
Semenova, Nadezhda | Porte, Xavier | Andreoli, Louis | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel - inproceedings - Greedy Boolean learning in large photonic neural networks: empirical findings of convergence and scaling
Active Matter and Artificial Intelligence ( 2019) / Lausanne, Switzerland (2019)
Brunner, Daniel | Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Reitzenstein, Stephan | Larger, Laurentbibtex@inproceedings{705ae08c-abf7-4f20-851d-a96b3dcae3a0, title = {Greedy Boolean learning in large photonic neural networks: empirical findings of convergence and scaling}, author = {Brunner, Daniel and Andreoli, Louis and Porte, Xavier and Jacquot, Maxime and Reitzenstein, Stephan and Larger, Laurent}, year = {2019}, address = {Lausanne, Switzerland}, booktitle = {Active Matter and Artificial Intelligence ( 2019)}, month = {oct} } - article - Optoelectronic oscillators with time-delayed feedback
Reviews of Modern Physics (Volume 91, Issue ( 3), sep 2019, Pages :035006 (51))
Chembo, Kouomou Yanne | Brunner, Daniel | Jacquot, Maxime | Larger, Laurent - inproceedings - Greedy Boolean Learning in Photonic Recurrent Neural Networks
European Material Research Society annual meeting (E-MRS 2019) / Warsaw, Poland (2019)
Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel | Große, Jan | Heuser, Tobias | Reitzenstein, Stephan | Chretien, Stéphanebibtex@inproceedings{4c2e6ef6-ca64-4663-ad24-0e89e7af4758, title = {Greedy Boolean Learning in Photonic Recurrent Neural Networks}, author = {Andreoli, Louis and Porte, Xavier and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel and Gro{\ss}e, Jan and Heuser, Tobias and Reitzenstein, Stephan and Chretien, St\'ephane}, year = {2019}, address = {Warsaw, Poland}, booktitle = {European Material Research Society annual meeting (E-MRS 2019)}, month = {sep} } - inproceedings - Photonic neural networks scalable in size and learning effort
42nd European Conference on Optical Communication (ECOC 2016) / Dusseldorf, Germany (2019)
Brunner, Daniel | Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{4b4de769-363b-45ae-a23b-30587b127462, title = {Photonic neural networks scalable in size and learning effort}, author = {Brunner, Daniel and Andreoli, Louis and Porte, Xavier and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Dusseldorf, Germany}, booktitle = {42nd European Conference on Optical Communication (ECOC 2016)}, month = {sep} } - inproceedings - Reservoir-Size Dependent Learning in Analogue Neural Networks
28th International Conference on Artificial Neural Networks (ICANN 2019) / Munich, Germany (2019, Pages pages 184-192)
Porte, Xavier | Andreoli, Louis | Jacquot, Maxime | Larger, Laurent | Brunner, Danielressource | doi | bibtex@inproceedings{6beba88e-6941-4949-9788-35c0c484b3f9, title = {Reservoir-Size Dependent Learning in Analogue Neural Networks}, author = {Porte, Xavier and Andreoli, Louis and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Munich, Germany}, booktitle = {28th International Conference on Artificial Neural Networks (ICANN 2019)}, month = {sep}, pages = {184-192}, url = {https://publiweb.femto-st.fr/tntnet/entries/17761/documents/author/data}, doi = {10.1007/978-3-030-30493-5_21} } - inproceedings - Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer
28th International Conference on Artificial Neural Networks (ICANN 2019) / Munich, Germany (2019, Pages pages 175-179)
Antonik, Piotr | Marsal, Nicolas | Brunner, Daniel | Rontani, Damienbibtex@inproceedings{237427bb-3ca5-4a02-9293-b2937c2e415b, title = {Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer}, author = {Antonik, Piotr and Marsal, Nicolas and Brunner, Daniel and Rontani, Damien}, year = {2019}, address = {Munich, Germany}, booktitle = {28th International Conference on Artificial Neural Networks (ICANN 2019)}, month = {sep}, pages = {175-179} } - inproceedings - Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer
28th International Conference on Artificial Neural Networks (ICANN 2019) / Munich, Germany (2019, Pages pages 156-160)
Antonik, Piotr | Marsal, Nicolas | Brunner, Daniel | Rontani, Damienbibtex@inproceedings{f35e60c0-a2ab-4ef3-8d74-b79c19e51e3c, title = {Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer}, author = {Antonik, Piotr and Marsal, Nicolas and Brunner, Daniel and Rontani, Damien}, year = {2019}, address = {Munich, Germany}, booktitle = {28th International Conference on Artificial Neural Networks (ICANN 2019)}, month = {sep}, pages = {156-160} } - inproceedings - Greedy reinforcement learning in large-scale photonic neural networks
Hybrid Photonics and Materials International Conference (HPM 2019) / Naxos, Greece (2019)
Porte, Xavier | Andreoli, Louis | Chretien, Stéphane | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{3018224f-5907-45ce-9cff-bb69678e9b37, title = {Greedy reinforcement learning in large-scale photonic neural networks}, author = {Porte, Xavier and Andreoli, Louis and Chretien, St\'ephane and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Naxos, Greece}, booktitle = {Hybrid Photonics and Materials International Conference (HPM 2019)}, month = {sep} } - inproceedings - Reservoir-size dependent learning in analogue neural networks
28th International Conference on Artificial Neural Networks (ICANN 2019) / Munich, Germany (2019)
Porte, Xavier | Andreoli, Louis | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{113b43da-d93c-4370-9c7a-29a9c5a72ec3, title = {Reservoir-size dependent learning in analogue neural networks}, author = {Porte, Xavier and Andreoli, Louis and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Munich, Germany}, booktitle = {28th International Conference on Artificial Neural Networks (ICANN 2019)}, month = {sep} } - article - Coupled Nonlinear Delay Systems as Deep Convolutional Neural Networks
Physical Review Letters (Volume 123, Issue (054101 ), aug 2019, Pages :.)
Penkovskyi, Bogdan | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel - inproceedings - General considerations for neural networks implemented in hardware
2019 Photonica ( 2019) / Belgrade, Serbia (2019)
Brunner, Daniel | Andreoli, Louis | Porte, Xavier | Semenova, Nadezhda | Jacquot, Maxime | Chretien, Stéphane | Reitzenstein, Stephan | Larger, Laurentbibtex@inproceedings{1d335422-0e48-43ae-9778-43d86f4ab65a, title = {General considerations for neural networks implemented in hardware}, author = {Brunner, Daniel and Andreoli, Louis and Porte, Xavier and Semenova, Nadezhda and Jacquot, Maxime and Chretien, St\'ephane and Reitzenstein, Stephan and Larger, Laurent}, year = {2019}, address = {Belgrade, Serbia}, booktitle = {2019 Photonica ( 2019)}, month = {aug} } - inproceedings - Greedy boolean learning in photonic recurrent neural network
ML-Photonica (2019) / Belgrade, Serbia (2019)
Porte, Xavier | Andreoli, Louis | Chrétien, Stéphane | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{2943b867-3fda-4dc3-a126-04d95c4d8d00, title = {Greedy boolean learning in photonic recurrent neural network}, author = {Porte, Xavier and Andreoli, Louis and Chr\'etien, St\'ephane and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Belgrade, Serbia}, booktitle = {ML-Photonica (2019)}, month = {aug} } - article - Diffractive Coupling For Photonic Networks: How Big Can We Go?
IEEE Journal of Selected Topics in Quantum Electronics (Volume 26, Issue (1), jul 2019, Pages :7600108 )
Maktoobi, Sheler | Froehly, Luc | Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel - book - Photonic Reservoir Computing : Optical Recurrent Neural Networks
(Volume volume of series De Gruyter Studies in Mathematical Physics, jul 2019, Pages )
Brunner, Daniel | Soriano, M.C. | Van Der Sand, G.bibtex@book{bdc7ae1a-7e0d-4b59-9556-ec695d253a89, title = {Photonic Reservoir Computing : Optical Recurrent Neural Networks}, author = {Brunner, Daniel and Soriano, M.C. and Van Der Sand, G.}, year = {2019}, month = {jul}, pages = { }, volume = { }, series = {De Gruyter Studies in Mathematical Physics} } - incollection - Photonic Reservoir Computing
1. Introduction to novel photonic computing (jul 2019, Pages 1-32)
Brunner, Daniel | Antonik, Piotr | Porte, Xavierbibtex@incollection{5d82d623-80c2-4d0e-b145-40120e127eab, title = {Photonic Reservoir Computing}, author = {Brunner, Daniel and Antonik, Piotr and Porte, Xavier}, year = {2019}, booktitle = {1. Introduction to novel photonic computing}, month = {jul}, pages = {1-32}, doi = {10.1515/9783110583496-001} } - incollection - Photonic Reservoir Computing
4. Large scale spatiotemporal reservoirs (jul 2019, Pages 83-16)
Brunner, Daniel | Bueno, Julian | Porte, Xavier | Maktoobi, Sheler | Andreoli, Louisbibtex@incollection{80679cf6-8ea6-46d7-ae7f-7cab40fb0390, title = {Photonic Reservoir Computing}, author = {Brunner, Daniel and Bueno, Julian and Porte, Xavier and Maktoobi, Sheler and Andreoli, Louis}, year = {2019}, booktitle = {4. Large scale spatiotemporal reservoirs}, month = {jul}, pages = {83-16}, doi = {10.1515/9783110583496-004} } - inproceedings - The shape of light: how to measure, control and compute complexity?
2019 18th Workshop on Information Optics (WIO 2019) / Stockholm, Sweden (2019)
Jacquot, Maxime | Brunner, Daniel | Porte, Xavier | Andreoli, Louis | Maktoobi, Sheler | Sandoz, Patrick | Laurent, Guillaume | Froehly, Luc | Meyer, Rémi | Ouadghiri Idrissi, Ismail | Larger, Laurent | Dudley, John Michael | Courvoisier, Françoisressource | bibtex@inproceedings{9516527f-27c5-4d0b-b86b-6e277115ecf0, title = {The shape of light: how to measure, control and compute complexity? }, author = {Jacquot, Maxime and Brunner, Daniel and Porte, Xavier and Andreoli, Louis and Maktoobi, Sheler and Sandoz, Patrick and Laurent, Guillaume and Froehly, Luc and Meyer, R\'emi and Ouadghiri Idrissi, Ismail and Larger, Laurent and Dudley, John Michael and Courvoisier, Fran\c{c}ois}, year = {2019}, address = {Stockholm, Sweden}, booktitle = {2019 18th Workshop on Information Optics (WIO 2019)}, month = {jul}, url = {https://publiweb.femto-st.fr/tntnet/entries/15828/documents/author/data} } - inproceedings - General considerations for neural networks implemented in hardware
2019 Workshop on Dynamical Systems and Brain-inspired Information Processing ( 2019) / Konstanz, Germany (2019)
Brunner, Daniel | Andreoli, Louis | Chretien, Jacques | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{c68108c5-15f8-4896-8ba6-8cda1d9d23d3, title = {General considerations for neural networks implemented in hardware}, author = {Brunner, Daniel and Andreoli, Louis and Chretien, Jacques and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Konstanz, Germany}, booktitle = {2019 Workshop on Dynamical Systems and Brain-inspired Information Processing ( 2019)}, month = {jul} } - inproceedings - Scaling and cost-function topology of evolutionary Boolean learning in hardware
2019 OSA Nonlinear optics topical meeting (NLO 2019) / Waikoloa Beach, Hawaii , United States (2019)
Brunner, Daniel | Andreoli, Louis | Chretien, Jacques | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{2ff81e31-994b-4367-9b90-b51f2b50cca1, title = {Scaling and cost-function topology of evolutionary Boolean learning in hardware}, author = {Brunner, Daniel and Andreoli, Louis and Chretien, Jacques and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Waikoloa Beach, Hawaii , United States}, booktitle = {2019 OSA Nonlinear optics topical meeting (NLO 2019)}, month = {jul} } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
2019 Nonlinear Optics 2019 (NLO 2019) / Waikoloa Beachn, Hawaii, United States (2019, Pages pages NTh1A.2)
Andreoli, Louis | Maktoobi, Sheler | Larger, Laurent | Jacquot, Maxime | Porte, Xavier | Brunner, Danielressource | doi | bibtex@inproceedings{56af7a8b-8dda-4a71-8541-eef05e246476, title = {Reinforcement Learning in a Large Scale Photonic Network }, author = {Andreoli, Louis and Maktoobi, Sheler and Larger, Laurent and Jacquot, Maxime and Porte, Xavier and Brunner, Daniel}, year = {2019}, address = {Waikoloa Beachn, Hawaii, United States}, booktitle = {2019 Nonlinear Optics 2019 (NLO 2019)}, month = {jul}, pages = {NTh1A.2}, url = {https://publiweb.femto-st.fr/tntnet/entries/17759/documents/author/data}, doi = {10.1364/NLO.2019.NTh1A.2} } - inproceedings - Photonics for neural networks and evolutionary boolean learning
2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019) / Munich, Germany (2019)
Brunner, Daniel | Andreoli, Louis | Porte, Xavier | Maktoobi, Sheler | Jacquot, Maxime | Chretien, Jacques | Reitzenstein, Stephan | Larger, Laurentbibtex@inproceedings{d2a584fc-205d-4ba5-90dc-e8c0b9fbf7f5, title = {Photonics for neural networks and evolutionary boolean learning}, author = {Brunner, Daniel and Andreoli, Louis and Porte, Xavier and Maktoobi, Sheler and Jacquot, Maxime and Chretien, Jacques and Reitzenstein, Stephan and Larger, Laurent}, year = {2019}, address = {Munich, Germany}, booktitle = {2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019)}, month = {jun} } - inproceedings - Limits and Applications of Diffractive Coupling
2019 OSA Mathematics in Imaging ( 2019) / Munich, Germany (2019)
Brunner, Daniel | Maktoobi, Sheler | Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Reitzenstein, Stephan | Larger, Laurentbibtex@inproceedings{396550af-6d63-4052-8672-f1c6a85aa929, title = {Limits and Applications of Diffractive Coupling}, author = {Brunner, Daniel and Maktoobi, Sheler and Andreoli, Louis and Porte, Xavier and Jacquot, Maxime and Reitzenstein, Stephan and Larger, Laurent}, year = {2019}, address = {Munich, Germany}, booktitle = {2019 OSA Mathematics in Imaging ( 2019)}, month = {jun} } - inproceedings - Scaling laws and topology-properties of Boolean greedy learning in photonic neural networks
2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019) / Munich, Germany (2019)
Andreoli, Louis | Porte, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{1b1078de-a73e-47ad-b4d1-eec2c3207f53, title = {Scaling laws and topology-properties of Boolean greedy learning in photonic neural networks}, author = {Andreoli, Louis and Porte, Xavier and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Munich, Germany}, booktitle = {2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019)}, month = {jun} } - inproceedings - Nanophotonic Hardware for Reservoir Computing — Spectrally Homogeneous Microlaser Arrays
2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019) / Munich, Germany (2019, Pages pages 1)
Große, Jan | Heuser, Tobias | Brunner, Daniel | Fischer, Ingo | Reitzenstein, Stephandoi | bibtex@inproceedings{ed03571f-0670-4b6e-891c-493e4b5463de, title = {Nanophotonic Hardware for Reservoir Computing --- Spectrally Homogeneous Microlaser Arrays}, author = {Gro{\ss}e, Jan and Heuser, Tobias and Brunner, Daniel and Fischer, Ingo and Reitzenstein, Stephan}, year = {2019}, address = {Munich, Germany}, booktitle = {2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019)}, month = {jun}, pages = {1}, doi = {10.1109/CLEOE-EQEC.2019.8873288} } - inproceedings - Noise and Consistency of Analogue Spatio-Temporal Photonic Neural Networks
2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019) / Munich, Germany (2019)
Porte, Xavier | Andreoli, Louis | Semenova, Nadezhda | Semenov, Vladimir | Jacquot, Maxime | Larger, Laurent | Brunner, Danieldoi | bibtex@inproceedings{1cf43781-95ca-4786-bb05-63fe67b06c48, title = {Noise and Consistency of Analogue Spatio-Temporal Photonic Neural Networks}, author = {Porte, Xavier and Andreoli, Louis and Semenova, Nadezhda and Semenov, Vladimir and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2019}, address = {Munich, Germany}, booktitle = {2019 Conference on Lasers and Electro-Optics/Europe and the European Quantum Electronics Conference (CLEO/Europe-EQEC 2019)}, month = {jun}, doi = {10.1109/CLEOE-EQEC.2019.8873328} } - misc - Vers des processeurs photoniques en rupture pour l'IA du futur
(jun 2019)
Larger, Laurent | Jacquot, Maxime | Brunner, Danielbibtex@misc{89285271-e691-4e5b-bdf3-f8d5040f4ef4, title = {Vers des processeurs photoniques en rupture pour l'IA du futur}, author = {Larger, Laurent and Jacquot, Maxime and Brunner, Daniel}, year = {2019}, month = {jun}, pages = {77 - 85}, volume = {2}, journal = {Revue de l'Ãlectricité et de l'Ãlectronique (REE)} } - misc - Processeurs photoniques bio-inspirés : concepts et architectures en rupture pour l'IA du futur.
(jun 2019)
Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maxime | Péra, Marie-Cécile | Yousfi Steiner, Nadia | Hissel, Daniel | Larger, Laurentbibtex@misc{7fb404c7-cfc1-46c2-a1d3-51ad87017cc4, title = {Processeurs photoniques bio-inspir\'es : concepts et architectures en rupture pour l'IA du futur.}, author = {Brunner, Daniel and Chembo, Kouomou Yanne and Jacquot, Maxime and P\'era, Marie-C\'ecile and Yousfi Steiner, Nadia and Hissel, Daniel and Larger, Laurent}, year = {2019}, month = {jun}, pages = { } } - misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
(may 2019)
Brunner, Danielbibtex@misc{e9fda977-2a3b-4adb-9066-d64958365647, title = {Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)}, author = {Brunner, Daniel}, year = {2019}, address = {San Jose, California, United States}, booktitle = {2019 Conference on Lasers and Electro-Optics (CLEO 2019)}, month = {may} } - inproceedings - Scaling and cost-function topology of evolutionary Boolean learning in hardware
Bits and Brains Workshop (KNAW 2019) / Amsterdam, Netherlands (2019)
Brunner, Daniel | Andreoli, Louis | Chretien, Jacques | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{3325ba5c-4cbc-41fa-92e9-fe336a3925ac, title = {Scaling and cost-function topology of evolutionary Boolean learning in hardware}, author = {Brunner, Daniel and Andreoli, Louis and Chretien, Jacques and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Amsterdam, Netherlands}, booktitle = {Bits and Brains Workshop (KNAW 2019)}, month = {apr} } - inproceedings - Greedy Learning in a Large Scale Photonic Network
2019 Neuro-inspired Computation Course (IRCN 2019) / Tokyo, Japan (2019, Pages pages 1)
Brunner, Daniel | Andreoli, Louis | Maktoobi, Sheler | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{891a4f65-f211-4b9b-9c25-f220999276ea, title = {Greedy Learning in a Large Scale Photonic Network}, author = {Brunner, Daniel and Andreoli, Louis and Maktoobi, Sheler and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Tokyo, Japan}, booktitle = {2019 Neuro-inspired Computation Course (IRCN 2019)}, month = {mar}, pages = {1} } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
2019 Coherent Network Computing (CNC 2019) / Atsugi, Japan (2019)
Brunner, Daniel | Andreoli, Louis | Maktoobi, Sheler | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{59a5f449-62ce-45ae-b9e5-46eba7e155c3, title = {Reinforcement Learning in a Large Scale Photonic Network}, author = {Brunner, Daniel and Andreoli, Louis and Maktoobi, Sheler and Jacquot, Maxime and Larger, Laurent}, year = {2019}, address = {Atsugi, Japan}, booktitle = {2019 Coherent Network Computing (CNC 2019)}, month = {mar} } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
SPIE Photonics West ( 2019) / San Francisco, United States (Issue Keynote, 2019, Pages pages )
Brunner, Daniel | Andreoli, Louis | Maktoobi, Sheler | Bueno, J. | Jacquot, Maxime | Fischer, Ingo | Larger, Laurentbibtex@inproceedings{a17d5bf3-0d52-4b34-be1a-320e508601f3, title = {Reinforcement Learning in a Large Scale Photonic Network}, author = {Brunner, Daniel and Andreoli, Louis and Maktoobi, Sheler and Bueno, J. and Jacquot, Maxime and Fischer, Ingo and Larger, Laurent}, year = {2019}, address = {San Francisco, United States}, booktitle = {SPIE Photonics West ( 2019)}, month = {feb}, number = {Keynote}, pages = { } }
2018 (27)
- inproceedings - Impact and mitigation of noise in analogue spatio - temporal neural network
Cognitive Computing - merging concepts with hardware (2018) / Hannover, Germany (2018, Pages pages )
Andreoli, Louis | Semenova, Nadezhda | Semenov, Vladimir | Maktoobi, Sheler | Jacquot, Maxime | Fischer, Ingo | Larger, Laurent | Brunner, Danielbibtex@inproceedings{a7ae0d9c-33c0-4f21-a462-f2757102e7b5, title = {Impact and mitigation of noise in analogue spatio - temporal neural network}, author = {Andreoli, Louis and Semenova, Nadezhda and Semenov, Vladimir and Maktoobi, Sheler and Jacquot, Maxime and Fischer, Ingo and Larger, Laurent and Brunner, Daniel}, year = {2018}, address = {Hannover, Germany}, booktitle = {Cognitive Computing - merging concepts with hardware (2018)}, month = {dec}, pages = { } } - inproceedings - Scalable Optical Neural Network via Diffractive Coupling
Cognitive Computing - merging concepts with hardware ( 2018) / Hannover, Germany (2018)
Maktoobi, Sheler | Andreoli, Louis | Froehly, Luc | Jacquot, Maxime | Brunner, Danielbibtex@inproceedings{b8a68555-3246-4187-9742-3f7c4934d4ff, title = {Scalable Optical Neural Network via Diffractive Coupling}, author = {Maktoobi, Sheler and Andreoli, Louis and Froehly, Luc and Jacquot, Maxime and Brunner, Daniel}, year = {2018}, address = {Hannover, Germany}, booktitle = {Cognitive Computing - merging concepts with hardware ( 2018)}, month = {dec} } - misc - Initiator and co-organizer "Cognitive computing: merging concepts and hardware"
(dec 2018)
Brunner, Daniel | Jaeger, Herbert | Pipa, Gordon | Parkin, Stuartbibtex@misc{ec20821b-3c31-415a-a1cf-3e1150b5fc04, title = {Initiator and co-organizer "Cognitive computing: merging concepts and hardware" }, author = {Brunner, Daniel and Jaeger, Herbert and Pipa, Gordon and Parkin, Stuart}, year = {2018}, address = {Schloss Herrenhausen, Hannover, Germany}, booktitle = {Cognitive Computing 2018 - Merging Concepts with Hardware (2018)}, month = {dec} } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
Latin America Optics and Photonics (2018) / Lima, Peru (Issue W2A.2, 2018, Pages pages W2A.2)
Brunner, Daniel | Jacquot, Maxime | Fischer, Ingo | Larger, Laurentdoi | bibtex@inproceedings{15033297-baee-480d-adb8-27cdf8f7af21, title = {Reinforcement Learning in a Large Scale Photonic Network}, author = {Brunner, Daniel and Jacquot, Maxime and Fischer, Ingo and Larger, Laurent}, year = {2018}, address = {Lima, Peru}, booktitle = {Latin America Optics and Photonics (2018)}, month = {nov}, number = {W2A.2}, pages = {W2A.2}, doi = {10.1364/LAOP.2018.W2A.2}, journal = {Technical Digest } } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
Conference on Lasers and Electro-Optics (2018) / San Jose , United States (Issue WID.4, 2018)
Maktoobi, Sheler | Andreoli, Louis | Larger, Laurent | Jacquot, Maxime | Brunner, Danieldoi | bibtex@inproceedings{373f4c3d-318c-4ba2-88c8-4d2f442a94ab, title = {Reinforcement Learning in a Large Scale Photonic Network}, author = {Maktoobi, Sheler and Andreoli, Louis and Larger, Laurent and Jacquot, Maxime and Brunner, Daniel}, year = {2018}, address = {San Jose , United States}, booktitle = {Conference on Lasers and Electro-Optics (2018)}, month = {nov}, number = {WID.4}, doi = {10.1364/CLEOPR.2018.W1D.4}, journal = {Technical Digest } } - article - Two-dimensional spatiotemporal complexity in dual-delayed nonlinear feedback systems: Chimeras and dissipative solitons
Chaos (Volume 28, Issue (10), oct 2018, Pages :10.1063 - 1.5043391 )
Brunner, Daniel | Penkovskyi, Bogdan | Levchenko, Roman | Schöll, Eckehard | Larger, Laurent | Maistrenko, Yuri - article - Efficient design of hardware-enabled reservoir computing in FPGAs
Journal of Applied Physics (Volume 124, Issue (16), oct 2018, Pages :162101)
Penkovskyi, Bogdan | Larger, Laurent | Brunner, Daniel - article - Tutorial: Photonic neural networks in delay systems
Journal of Applied Physics (Volume 124, Issue (15), oct 2018, Pages :1)
Brunner, Daniel | Penkovskyi, Bogdan | Marquez, Bicky | Jacquot, Maxime | Fischer, Ingo | Larger, Laurent - inproceedings - Tutorial: Reservoir Computing
Spintronics meets Neuromorphics (SPICE 2018) / Mainz, Germany (2018)
Brunner, Daniel | Jacquot, Maxime | Larger, Laurentbibtex@inproceedings{29554aac-1a82-42f9-b855-fb4d2ad9bc7c, title = {Tutorial: Reservoir Computing}, author = {Brunner, Daniel and Jacquot, Maxime and Larger, Laurent}, year = {2018}, address = {Mainz, Germany}, booktitle = {Spintronics meets Neuromorphics (SPICE 2018)}, month = {oct} } - article - Fabrication of dense diameter-tuned quantum dot micropillar arrays for applications in photonic information processing
APL Photonics (Volume 3, Issue (11), sep 2018, Pages :116103)
Heuser, Tobias | Große, Jan | Kaganskiy, Arsenty | Brunner, Daniel | Reitzenstein, Stephan - inproceedings - Impact and mitigation of noise in analogue spatio - temporal neural network
International Symposium on Nonlinear Theory and its Application (NOLTA 2018) / Tarragona, Spain (2018)
Andreoli, Louis | Semenova, Nadezhda | Semenov, Vladimir | Maktoobi, Sheler | Jacquot, Maxime | Fischer, Ingo | Larger, Laurent | Brunner, Danielbibtex@inproceedings{9b0c7ac9-0a24-4abc-b170-6d1f10afcad6, title = {Impact and mitigation of noise in analogue spatio - temporal neural network}, author = {Andreoli, Louis and Semenova, Nadezhda and Semenov, Vladimir and Maktoobi, Sheler and Jacquot, Maxime and Fischer, Ingo and Larger, Laurent and Brunner, Daniel}, year = {2018}, address = {Tarragona, Spain}, booktitle = {International Symposium on Nonlinear Theory and its Application (NOLTA 2018)}, month = {sep} } - inproceedings - Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing
International Symposium on Nonlinear Theory and its Application (NOLTA 2018) / Tarragona, Spain (2018, Pages pages )
Bueno, J. | Maktoobi, Sheler | Froehly, Luc | Fischer, Ingo | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{16c50008-28bd-44c7-8b0f-12896fba0a35, title = {Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing}, author = {Bueno, J. and Maktoobi, Sheler and Froehly, Luc and Fischer, Ingo and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2018}, address = {Tarragona, Spain}, booktitle = {International Symposium on Nonlinear Theory and its Application (NOLTA 2018)}, month = {sep}, pages = { } } - inproceedings - Performance analysis of a large-scale photonic reservoir computer on image classification
International Symposium on Nonlinear Theory and its Applications (NOLTA 2018) / Tarragona, Spain (2018)
Antonik, Piotr | Marsal, Nicolas | Brunner, Daniel | Rontani, Damienbibtex@inproceedings{34d1b755-f1b6-43a7-b757-decc5a303b5c, title = {Performance analysis of a large-scale photonic reservoir computer on image classification}, author = {Antonik, Piotr and Marsal, Nicolas and Brunner, Daniel and Rontani, Damien}, year = {2018}, address = {Tarragona, Spain}, booktitle = {International Symposium on Nonlinear Theory and its Applications (NOLTA 2018)}, month = {sep} } - inproceedings - Diffractive Coupling for Optical Neural Network
2018 Nonlinear Photonics ( 2018) / Zurich, Switzerland (Issue NpTh4G.4, 2018, Pages pages NpTh4G.4)
Maktoobi, Sheler | Froehly, Luc | Jacquot, Maxime | Brunner, Danieldoi | bibtex@inproceedings{f6c863d5-0a0e-4083-a72b-414d753dc420, title = {Diffractive Coupling for Optical Neural Network}, author = {Maktoobi, Sheler and Froehly, Luc and Jacquot, Maxime and Brunner, Daniel}, year = {2018}, address = {Zurich, Switzerland}, booktitle = {2018 Nonlinear Photonics ( 2018)}, editor = {f6c863d5-0a0e-4083-a72b-414d753dc420-editor.pdf}, month = {jul}, number = {NpTh4G.4}, pages = {NpTh4G.4}, doi = {10.1364/NP.2018.NpTh4G.4}, journal = {Advanced Photonics} } - inproceedings - Diffractive coupling for large scale photonic Reservoir Computers
2018 Nonlinear Photonics (2018) / Zurich, Switzerland (2018)
Maktoobi, Sheler | Froehly, Luc | Jacquot, Maxime | Larger, Laurent | Brunner, Danielbibtex@inproceedings{ef6191e7-327f-4121-bfa1-d53f2b606be5, title = {Diffractive coupling for large scale photonic Reservoir Computers}, author = {Maktoobi, Sheler and Froehly, Luc and Jacquot, Maxime and Larger, Laurent and Brunner, Daniel}, year = {2018}, address = {Zurich, Switzerland}, booktitle = {2018 Nonlinear Photonics (2018)}, month = {jul} } - inproceedings - Reinforcement Learning in large scale parallel photonic Reservoirs
Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018) / Sapporo, Japan (2018, Pages pages )
Brunner, Daniel | Fischer, Ingo | Larger, Laurentbibtex@inproceedings{77778bf6-43d7-4ba5-b03d-91684faf4105, title = {Reinforcement Learning in large scale parallel photonic Reservoirs}, author = {Brunner, Daniel and Fischer, Ingo and Larger, Laurent}, year = {2018}, address = {Sapporo, Japan}, booktitle = {Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018)}, month = {jul}, pages = { } } - inproceedings - Reinforcement Learning in a Large Scale Photonic Network
Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018) / Sapporo, Japan (2018)
Maktoobi, Sheler | Andreoli, Louis | Larger, Laurent | Jacquot, Maxime | Brunner, Danieldoi | bibtex@inproceedings{0b1c7b04-c2ab-4fba-b207-797433b86195, title = {Reinforcement Learning in a Large Scale Photonic Network }, author = {Maktoobi, Sheler and Andreoli, Louis and Larger, Laurent and Jacquot, Maxime and Brunner, Daniel}, year = {2018}, address = {Sapporo, Japan}, booktitle = {Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018)}, month = {jul}, doi = {10.1364/CLEOPR.2018.W1D.4} } - article - Reinforcement learning in a large-scale photonic recurrent neural network
Optica (Volume 5, Issue (6), jun 2018, Pages :756-760)
Bueno, J. | Maktoobi, Sheler | Froehly, Luc | Fischer, Ingo | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel - inproceedings - Séminaire "Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing" - Paris Sud University
(2018)
Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | Brunner, Danielbibtex@inproceedings{e4487e5c-3959-4b66-af72-83a6ac81de1e, title = {S\'eminaire "Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing" - Paris Sud University }, author = {Penkovskyi, Bogdan and Larger, Laurent and Maistrenko, Yuri and Brunner, Daniel}, year = {2018}, booktitle = { }, month = {jun} } - inproceedings - Learning in large scale parallel photonic Reservoirs
Novel frontiers of optics for computing Workshop ( 2018) / Tokyo, Japan (2018, Pages pages )
Brunner, Daniel | Jacquot, Maxime | Fischer, Ingo | Larger, Laurentbibtex@inproceedings{857763fb-b4a0-496e-a5e6-7fab0a2d6197, title = {Learning in large scale parallel photonic Reservoirs}, author = {Brunner, Daniel and Jacquot, Maxime and Fischer, Ingo and Larger, Laurent}, year = {2018}, address = {Tokyo, Japan}, booktitle = {Novel frontiers of optics for computing Workshop ( 2018)}, month = {jun}, pages = { } } - inproceedings - Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing
ZEA-2 ( 2018) / Juelich, Germany (2018)
Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | Brunner, Danielbibtex@inproceedings{660926d8-6579-4fb3-b19d-8cb1bed13c91, title = {Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing}, author = {Penkovskyi, Bogdan and Larger, Laurent and Maistrenko, Yuri and Brunner, Daniel}, year = {2018}, address = {Juelich, Germany}, booktitle = {ZEA-2 ( 2018)}, month = {may} } - inproceedings - Séminaire "Towards next generation learning in photonic systems" - Ecole Polytechnique Fédérale de Lausanne - Suisse
(2018)
Brunner, Danielbibtex@inproceedings{ab22a24a-06d3-48d4-980c-3af9595b48fb, title = {S\'eminaire "Towards next generation learning in photonic systems" - Ecole Polytechnique F\'ed\'erale de Lausanne - Suisse}, author = {Brunner, Daniel}, year = {2018}, booktitle = { }, month = {may} } - inproceedings - Photonic delay dynamics emulating spatio-temporal networks: From chimera states to photonic artificial intelligence
4th German French Russian Laser Symposium ( 2018) / Kazan, Russian Federation (Volume book of abstract p.44, 2018, Pages pages )
Larger, Laurent | Jacquot, Maxime | Maistrenko, Yuri | Brunner, Daniel | Chembo, Kouomou Yannebibtex@inproceedings{b3c56046-eeeb-4cee-b059-2d65c4b285d5, title = {Photonic delay dynamics emulating spatio-temporal networks: From chimera states to photonic artificial intelligence}, author = {Larger, Laurent and Jacquot, Maxime and Maistrenko, Yuri and Brunner, Daniel and Chembo, Kouomou Yanne}, year = {2018}, address = {Kazan, Russian Federation}, booktitle = {4th German French Russian Laser Symposium ( 2018)}, month = {apr}, pages = { }, volume = {book of abstract p.44} } - article - Dynamical complexity and computation in recurrent neural networks beyond their fixed point
Scientific Reports (Volume 8, Issue (1), feb 2018, Pages :3319)
Marquez, Bicky | Larger, Laurent | Jacquot, Maxime | Chembo, Kouomou Yanne | Brunner, Daniel - inproceedings - Diffractive Coupling for Optical Neural Network
International Symposium in Optics and its Applications ( 2018) / Yerevan-Ashtarak, Armenia (2018)
Maktoobi, Sheler | Froehly, Luc | Jacquot, Maxime | Brunner, Danielbibtex@inproceedings{f1d54c34-97e1-46b9-b010-1dc6644f6f4b, title = {Diffractive Coupling for Optical Neural Network }, author = {Maktoobi, Sheler and Froehly, Luc and Jacquot, Maxime and Brunner, Daniel}, year = {2018}, address = {Yerevan-Ashtarak, Armenia}, booktitle = {International Symposium in Optics and its Applications ( 2018)}, month = {feb} } - inproceedings - Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing
48th Physics of Quantum Electronics (PQE 2018) / Snowbird, United States (2018)
Brunner, Danielbibtex@inproceedings{c5a621ac-1a4a-4368-81db-a9428e543ad5, title = {Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing}, author = {Brunner, Daniel}, year = {2018}, address = {Snowbird, United States}, booktitle = {48th Physics of Quantum Electronics (PQE 2018)}, month = {jan} } - inproceedings - Séminaire "PhysicsReinforcement Learning in a Large Scale Photonic Network" - Max Planck Institute For Microstructure
/ Halle, Germany (2018)
Brunner, Danielbibtex@inproceedings{dbbf2e89-8de5-492b-ad24-30245df077fc, title = {S\'eminaire "PhysicsReinforcement Learning in a Large Scale Photonic Network" - Max Planck Institute For Microstructure}, author = {Brunner, Daniel}, year = {2018}, address = {Halle, Germany}, booktitle = { }, month = {jan} }
2017 (16)
- inproceedings - Séminaire "Large scale spatio‐temporal networks of nonlinear oscillators for neuromorphic computing" Technische Universität Berlin, Germany
/ Berlin, Germany (2017)
Brunner, Danielbibtex@inproceedings{a7039607-4b96-4e7b-9122-1ffb9d1eca9f, title = {S\'eminaire "Large scale spatio‐temporal networks of nonlinear oscillators for neuromorphic computing" Technische Universit\"at Berlin, Germany}, author = {Brunner, Daniel}, year = {2017}, address = {Berlin, Germany}, month = {dec} } - inproceedings - Embedding in Neural Networks: A-Priori Design of Hybrid Computers for Prediction
2017 IEEE International Conference on Rebooting Computing (ICRC 2017) / Washington, United States (2017, Pages pages 1-4)
Marquez, Bicky | Suarez-Vargas, Jose | Larger, Laurent | Jacquot, Maxime | Chembo, Kouomou Yanne | Brunner, Danieldoi | bibtex@inproceedings{52d36109-1421-42fe-8246-fda05373f69a, title = {Embedding in Neural Networks: A-Priori Design of Hybrid Computers for Prediction}, author = {Marquez, Bicky and Suarez-Vargas, Jose and Larger, Laurent and Jacquot, Maxime and Chembo, Kouomou Yanne and Brunner, Daniel}, year = {2017}, address = {Washington, United States}, booktitle = {2017 IEEE International Conference on Rebooting Computing (ICRC 2017)}, month = {nov}, pages = {1-4}, doi = {10.1109/ICRC.2017.8123648} } - misc - Organizer, PICS workshop, intra-laboratory meeting between IFISC, Palma de Mallorca and FEMTO-ST
(nov 2017)
Brunner, Danielbibtex@misc{5f59a0e2-0eaa-4d28-a45f-68e28e64b10e, title = {Organizer, PICS workshop, intra-laboratory meeting between IFISC, Palma de Mallorca and FEMTO-ST}, author = {Brunner, Daniel}, year = {2017}, month = {nov} } - article - Role of dynamical injection locking and characteristic pulse events for low frequency fluctuations in semiconductor lasers
Chaos (Volume 27, Issue (114307), oct 2017, Pages :1-10)
Hicke, K. | Brunner, Daniel | Soriano, M.C. | Fischer, Ingo - inproceedings - Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing
Workshop on Dynamical Systems and Brain-inspired Information Processing / Konstanz, Germany (2017)
Brunner, Danielbibtex@inproceedings{bfc64037-87ca-4a0a-a6a5-e968e239c03f, title = {Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing}, author = {Brunner, Daniel}, year = {2017}, address = {Konstanz, Germany}, booktitle = {Workshop on Dynamical Systems and Brain-inspired Information Processing }, month = {oct} } - inproceedings - Photonic networks for Neuromorphic Computing
OSA Frontiers in Optics / Washington, D.C., United States (2017)
Brunner, Danielbibtex@inproceedings{5abe50af-8acc-4f80-9266-659d08e08ad6, title = {Photonic networks for Neuromorphic Computing}, author = {Brunner, Daniel}, year = {2017}, address = {Washington, D.C., United States}, booktitle = {OSA Frontiers in Optics}, month = {sep} } - inproceedings - High performance neuromorphic computing in random photonic networks
Bernstein Conference / Göttingen, Germany (2017)
Brunner, Danielbibtex@inproceedings{58664db9-d895-4135-9487-02cd394d109e, title = {High performance neuromorphic computing in random photonic networks}, author = {Brunner, Daniel}, year = {2017}, address = {G\"ottingen, Germany}, booktitle = {Bernstein Conference}, month = {sep} } - article - Effects of dynamic-demand-control appliances on the power grid frequency
Physical Review E (Volume 96, Issue ( ), aug 2017, Pages :022302)
Tchawou Tchuisseu, E.B. | Brunner, Daniel | Colet, Pere - inproceedings - Séminaire invité "Neuromorphic Computing using networks of quantum dot emitters"
Dynamical Systems and Brain Inspired Computing Workshop (2017) / Brussels, Belgium (2017)
Brunner, Daniel | Reitzenstein, Stephan | Fischer, Ingobibtex@inproceedings{8a464394-e387-47b9-a5bd-d508c05e0f24, title = {S\'eminaire invit\'e "Neuromorphic Computing using networks of quantum dot emitters" }, author = {Brunner, Daniel and Reitzenstein, Stephan and Fischer, Ingo}, year = {2017}, address = {Brussels, Belgium}, booktitle = {Dynamical Systems and Brain Inspired Computing Workshop (2017)}, month = {jun} } - inproceedings - A complex network of 1600 holographically coupled opto-electronic oscillators: network dynamics and utilisation for reservoir computing
Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC 2017) / Munich, Germany (Issue paper CD_10_4, 2017)
Brunner, Daniel | Jacquot, Maxime | Larger, Laurent | Fischer, Ingobibtex@inproceedings{e949c57f-fb9c-45ef-b2d4-e2750834b1e0, title = {A complex network of 1600 holographically coupled opto-electronic oscillators: network dynamics and utilisation for reservoir computing}, author = {Brunner, Daniel and Jacquot, Maxime and Larger, Laurent and Fischer, Ingo}, year = {2017}, address = {Munich, Germany}, booktitle = {Conference on Lasers and Electro-Optics Europe \& European Quantum Electronics Conference (CLEO/Europe-EQEC 2017)}, month = {jun}, number = {paper CD_10_4} } - inproceedings - Photonic Information Processing at 20GS/s rates based on Semiconductor Lasers with Delayed Optical Feedback
Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (2017) / Munich, Germany (2017, Pages pages paper CD_P_38)
Bueno, J. | Brunner, Daniel | Soriano, M.C. | Fischer, Ingodoi | bibtex@inproceedings{983a949e-96ed-44ce-8737-4fbeaed3e836, title = {Photonic Information Processing at 20GS/s rates based on Semiconductor Lasers with Delayed Optical Feedback}, author = {Bueno, J. and Brunner, Daniel and Soriano, M.C. and Fischer, Ingo}, year = {2017}, address = {Munich, Germany}, booktitle = {Conference on Lasers and Electro-Optics Europe \& European Quantum Electronics Conference (2017)}, month = {jun}, pages = {paper CD_P_38}, doi = {10.1109/CLEOE-EQEC.2017.8086565} } - article - Advances in photonic reservoir computing
Nanophotonics (Volume 6, Issue (3), may 2017, Pages :561-576)
Van Der Sand, G. | Brunner, Daniel | Soriano, M.C. - inproceedings - Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing
Workshop on Computational Neuroscience and Optical Dynamics (CNOD 2017) / Sophia Antipolis, France (2017)
Brunner, Danielbibtex@inproceedings{c638075e-035d-40a6-8866-d1b00231bb18, title = {Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing}, author = {Brunner, Daniel}, year = {2017}, address = {Sophia Antipolis, France}, booktitle = {Workshop on Computational Neuroscience and Optical Dynamics (CNOD 2017)}, month = {may} } - inproceedings - Séminaire "Photonic networks for the implementation of Neural Networks" - ETH Zürich, Suisse
/ Zürich, Switzerland (2017)
Brunner, Danielbibtex@inproceedings{180701a3-4d51-4301-9a4f-db4eb9abcdcf, title = {S\'eminaire "Photonic networks for the implementation of Neural Networks" - ETH Z\"urich, Suisse}, author = {Brunner, Daniel}, year = {2017}, address = {Z\"urich, Switzerland}, month = {mar} } - article - Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback
Optics Express (Volume 25, Issue (3), feb 2017, Pages :2401-2412)
Bueno, J. | Brunner, Daniel | Soriano, M.C. | Fischer, Ingo - article - Semiconductor laser linewidth reduction by six orders of magnitude via delayed optical feedback,
Optics Letters (Volume 42, Issue (1), jan 2017, Pages :163-166)
Brunner, Daniel | Luna, R. | Delhom i Latorre, A. | Porte, Xavier | Fischer, Ingo
2016 (12)
- article - Interaction between Liénard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed bandpass feedback
Physical Review E (Volume 94, Issue (6), dec 2016, Pages :062208)
Marquez, Bicky | Larger, Laurent | Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maxime - inproceedings - Space-Time analogy in Delay Systems for Chimera States and Reservoir Computing
International Symposium on Nonlinear Theory and its Applications (NOLTA 2016) / Yugawara, Japan (2016)
Brunner, Daniel | Penkovskyi, Bogdan | Maistrenko, Yuri | Larger, Laurentbibtex@inproceedings{c42bd17b-a26b-4d9f-9753-1f8402cc7cc9, title = {Space-Time analogy in Delay Systems for Chimera States and Reservoir Computing}, author = {Brunner, Daniel and Penkovskyi, Bogdan and Maistrenko, Yuri and Larger, Laurent}, year = {2016}, address = {Yugawara, Japan}, booktitle = {International Symposium on Nonlinear Theory and its Applications (NOLTA 2016)}, month = {nov} } - inproceedings - Interaction between Liénard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed feedback
Workshop on Dynamics of Delay Equations, Theory and Applications (2016) / Berlin, Germany (2016)
Marquez, Bicky | Larger, Laurent | Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maximebibtex@inproceedings{2abe0e7b-7355-443d-acfa-aa2b694f528b, title = {Interaction between Li\'enard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed feedback}, author = {Marquez, Bicky and Larger, Laurent and Brunner, Daniel and Chembo, Kouomou Yanne and Jacquot, Maxime}, year = {2016}, address = {Berlin, Germany}, booktitle = {Workshop on Dynamics of Delay Equations, Theory and Applications (2016)}, month = {oct} } - inproceedings - All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers
International Conference on Rebooting Computing (ICRC 2016) / Washington, United States (2016, Pages pages 2)
Brunner, Daniel | Reitzenstein, Stephan | Fischer, Ingodoi | bibtex@inproceedings{ce9369c3-7f76-4480-a79b-6639602f01de, title = {All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers}, author = {Brunner, Daniel and Reitzenstein, Stephan and Fischer, Ingo}, year = {2016}, address = {Washington, United States}, booktitle = {International Conference on Rebooting Computing (ICRC 2016)}, editor = {ce9369c3-7f76-4480-a79b-6639602f01de-editor.pdf}, month = {oct}, pages = {2}, doi = {10.1109/ICRC.2016.7738705} } - inproceedings - Towards the Creation of Cognitive Devices and the Role of Photonics
Séminaire Max Planck Institute of Microstructure Physics (2016) / Halle, Germany (2016)
Brunner, Danielbibtex@inproceedings{9cc26f5f-ddb6-43e2-97f6-071495b4c6a7, title = {Towards the Creation of Cognitive Devices and the Role of Photonics}, author = {Brunner, Daniel}, year = {2016}, address = {Halle, Germany}, booktitle = {S\'eminaire Max Planck Institute of Microstructure Physics (2016)}, month = {sep} } - inproceedings - Photonic Reservoir Computing for Ultra-Fast Information Processing Using Semiconductor Lasers
42th European Conference on Optical Communication (ECOC 2016) / Dusseldorf, Germany (2016, Pages pages 336-338)
Fischer, Ingo | Bueno, Julian | Brunner, Daniel | Soriano, M.C. | Mirasso, C.R.bibtex@inproceedings{d81a1ccd-313a-42f8-b357-7959ed228776, title = {Photonic Reservoir Computing for Ultra-Fast Information Processing Using Semiconductor Lasers}, author = {Fischer, Ingo and Bueno, Julian and Brunner, Daniel and Soriano, M.C. and Mirasso, C.R.}, year = {2016}, address = {Dusseldorf, Germany}, booktitle = {42th European Conference on Optical Communication (ECOC 2016)}, editor = {d81a1ccd-313a-42f8-b357-7959ed228776-editor.pdf}, month = {sep}, pages = {336-338} } - article - Bidirectional private key exchange using delay-coupled semiconductor lasers
Optics Letters (Volume 41, Issue (12), jun 2016, Pages :2871-2874)
Porte, Xavier | Soriano, M.C. | Brunner, Daniel | Fischer, Ingo - inproceedings - Bifurcation of spiral-shaped patterns in the phase space of a nonlinear delayed electro-optic system
XXXVI Dynamics Days Europe (2016) / Corfu, Greece (2016)
Marquez, Bicky | Larger, Laurent | Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maximebibtex@inproceedings{8ee9f569-e756-4620-8561-3b501433121c, title = {Bifurcation of spiral-shaped patterns in the phase space of a nonlinear delayed electro-optic system}, author = {Marquez, Bicky and Larger, Laurent and Brunner, Daniel and Chembo, Kouomou Yanne and Jacquot, Maxime}, year = {2016}, address = {Corfu, Greece}, booktitle = {XXXVI Dynamics Days Europe (2016)}, month = {jun} } - inproceedings - Séminaire invité "Neuromorphic Computing using networks of quantum dot emitters"
Neumann Computing, International conference (2016) / Berlin, Germany (2016)
Fischer, Ingo | Reitzenstein, Stephan | Brunner, Danielbibtex@inproceedings{2e418d19-e920-4150-8725-091e3b1bb11f, title = {S\'eminaire invit\'e "Neuromorphic Computing using networks of quantum dot emitters"}, author = {Fischer, Ingo and Reitzenstein, Stephan and Brunner, Daniel}, year = {2016}, address = {Berlin, Germany}, booktitle = {Neumann Computing, International conference (2016)}, month = {may} } - inproceedings - Neuromorphic Computing using QD-Networks,NeuroQNet
2016 Symposium on Functional Macroscopic Systems (2016) / Hanovre, Germany (2016)
Brunner, Daniel | Reitzenstein, Stephanbibtex@inproceedings{1d3d5a70-506b-4eab-80af-070fed58d4c6, title = {Neuromorphic Computing using QD-Networks,NeuroQNet}, author = {Brunner, Daniel and Reitzenstein, Stephan}, year = {2016}, address = {Hanovre, Germany}, booktitle = {2016 Symposium on Functional Macroscopic Systems (2016)}, month = {may} } - misc - Co-organizer : BEYOND! von Neumann Computing Workshop
(may 2016)
Brunner, Daniel | Parkin, Stuartbibtex@misc{92f9921e-2d43-482c-9be1-2e3cd046425b, title = {Co-organizer : BEYOND! von Neumann Computing Workshop}, author = {Brunner, Daniel and Parkin, Stuart}, year = {2016}, address = {Max-Planck-Institut f\"ur Mikrostrukturphysik, Berlin, Germany}, booktitle = {BEYOND! von Neumann Computing Workshop (2016)}, month = {may} } - inproceedings - Séminaire invité "All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers" - Université Osnabrueck, Germany
/ Osnabrueck, Germany (2016)
Brunner, Danielbibtex@inproceedings{20c91d9e-48e3-4275-9e6b-571b88b9a171, title = {S\'eminaire invit\'e "All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers" - Universit\'e Osnabrueck, Germany}, author = {Brunner, Daniel}, year = {2016}, address = {Osnabrueck, Germany}, booktitle = { }, month = {mar} }
2013 (1)
- article - Optoelectronic reservoir computing: tackling noise-induced performance degradation
Optics Express (Volume 21, Issue (1), jan 2013, Pages :12 - 20)
Soriano, M.C. | Ortin, S. | Brunner, Daniel | Larger, Laurent | Mirasso, C.R. | Fischer, Ingo | Pesquera, L.
2012 (4)
- inproceedings - A Novel Photonics Approach to Unconventional Information Processing
ECOC 2012, 38 th European Conference and Exhibition on Optical Communication / Amsterdam, The Netherlands (2012)
Soriano, M.C. | Brunner, Daniel | Ortin, S. | Mirasso, C.R. | Larger, Laurent | Fischer, Ingo | Pesquera, L.bibtex@inproceedings{f0ac2939-5870-412b-a204-c5ee89b698e2, title = {A Novel Photonics Approach to Unconventional Information Processing}, author = {Soriano, M.C. and Brunner, Daniel and Ortin, S. and Mirasso, C.R. and Larger, Laurent and Fischer, Ingo and Pesquera, L.}, year = {2012}, address = {Amsterdam, The Netherlands}, booktitle = {ECOC 2012, 38 th European Conference and Exhibition on Optical Communication}, month = {sep} } - inproceedings - Information processing utilizing delay systems
Conference on Delayed Complex systems 2012 / Université Iles Baléares, IFISC, Palma de Mallorca, Spain (2012, Pages pages 32)
Brunner, Daniel | Soriano, M.C. | Larger, Laurent | Mirasso, C.R. | Fischer, Ingobibtex@inproceedings{afb0697e-9cd5-4034-b2b1-7b6e0b981bac, title = {Information processing utilizing delay systems}, author = {Brunner, Daniel and Soriano, M.C. and Larger, Laurent and Mirasso, C.R. and Fischer, Ingo}, year = {2012}, address = {Universit\'e Iles Bal\'eares, IFISC, Palma de Mallorca, Spain}, booktitle = {Conference on Delayed Complex systems 2012}, month = {jun}, pages = {32} } - inproceedings - Emulating a complex dynamical network through a nonlinear delay dynamics : application to photonic Reservoir Computing
7th Crimean School and Workshop. / Mellas, Ukraine (2012)
Larger, Laurent | Soriano, M.C. | Brunner, Daniel | Appeltant, Lennert | Mirasso, C.R. | Fischer, Ingo | Gutierrez, J.-M. | Pesquera, L. | Martinenghi, Romain | Jacquot, Maxime | Chembo, Kouomou Yannebibtex@inproceedings{51194b7a-0b54-4b39-9fc4-bc0e5212f157, title = {Emulating a complex dynamical network through a nonlinear delay dynamics : application to photonic Reservoir Computing}, author = {Larger, Laurent and Soriano, M.C. and Brunner, Daniel and Appeltant, Lennert and Mirasso, C.R. and Fischer, Ingo and Gutierrez, J.-M. and Pesquera, L. and Martinenghi, Romain and Jacquot, Maxime and Chembo, Kouomou Yanne}, year = {2012}, address = {Mellas, Ukraine}, booktitle = {7th Crimean School and Workshop.}, month = {may} } - article - Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing
Optics Express (Volume 20, Issue (3), jan 2012, Pages :3241-3249)
Larger, Laurent | Soriano, M.C. | Brunner, Daniel | Appeltant, Lennert | Gutierrez, J.-M. | Pesquera, L. | Mirasso, C.R. | Fischer, Ingo
2011 (2)
- inproceedings - A Novel Experimental Approach for Information Processing in Photonics
International Symposium on Nonlinear Theory and its Applications (NOLTA 2011) / Kobe, Japan (2011, Pages pages 597)
Soriano, M.C. | Brunner, Daniel | Appeltant, Lennert | Mirasso, C.R. | Fischer, Ingo | Larger, Laurentbibtex@inproceedings{d15d2ef8-e43d-4393-b197-6f7169c1ef4c, title = {A Novel Experimental Approach for Information Processing in Photonics}, author = {Soriano, M.C. and Brunner, Daniel and Appeltant, Lennert and Mirasso, C.R. and Fischer, Ingo and Larger, Laurent}, year = {2011}, address = {Kobe, Japan}, booktitle = {International Symposium on Nonlinear Theory and its Applications (NOLTA 2011)}, month = {sep}, pages = {597} } - inproceedings - Photonic neuromorphic computing with a nonlinear electro-optic delay dynamics
2nd German French Russian Laser Symposium / Gossweinstein, Germany (2011)
Larger, Laurent | Cornelies, M. | Appeltant, Lennert | Brunner, Daniel | Danckaert, Jan | Mirasso, C.R. | Fischer, Ingo | Rybalko, Sergei | Martinenghi, Romain | Udaltsov, Vladimirbibtex@inproceedings{f6fd0a52-1464-42e0-84e3-fb0e574705dc, title = {Photonic neuromorphic computing with a nonlinear electro-optic delay dynamics}, author = {Larger, Laurent and Cornelies, M. and Appeltant, Lennert and Brunner, Daniel and Danckaert, Jan and Mirasso, C.R. and Fischer, Ingo and Rybalko, Sergei and Martinenghi, Romain and Udaltsov, Vladimir}, year = {2011}, address = {Gossweinstein, Germany}, booktitle = {2nd German French Russian Laser Symposium}, month = {apr} }
2010 (1)
- inproceedings - Electro-optic delay dynamics used as a reservoir for Liquid State Computing
Journées du GdR DYCOEC. / Besançon, France (2010)
Larger, Laurent | Cornelies, M. | Appeltant, Lennert | Brunner, Daniel | Danckaert, Jan | Mirasso, C.R. | Fischer, Ingo | Rybalko, Sergei | Martinenghi, Romain | Udaltsov, Vladimirbibtex@inproceedings{d1d79cd8-f71e-4027-aec7-e2987c647441, title = {Electro-optic delay dynamics used as a reservoir for Liquid State Computing}, author = {Larger, Laurent and Cornelies, M. and Appeltant, Lennert and Brunner, Daniel and Danckaert, Jan and Mirasso, C.R. and Fischer, Ingo and Rybalko, Sergei and Martinenghi, Romain and Udaltsov, Vladimir}, year = {2010}, address = {Besan\c{c}on, France }, booktitle = {Journ\'ees du GdR DYCOEC.}, month = {nov} }
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INGÉNIERIE
Sciences informatiques
