The institute
FEMTO-ST
Optique department

Anas Skalli

Optique department
OPTO team
CNRS
E-mail:
anas.skalli [at] femto-st.fr

Address:
TEMIS

15B avenue des Montboucons
25030 BESANCON cedex

Anas SKALLI's publications

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, Goëry
    ressource | 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 (3)

  • 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 - 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, Daniel
    bibtex
    @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, Daniel
    ressource | 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} }

2023 (8)

  • 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, Daniel
    bibtex
    @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} }
  • 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, Daniel
    bibtex
    @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} }
  • 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, Daniel
    bibtex
    @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, Daniel
    bibtex
    @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, Daniel
    bibtex
    @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, Daniel
    bibtex
    @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, Daniel
    doi | 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 - 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, Daniel
    doi | 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} }

2021 (12)

  • inproceedings - Analog computing on spiking photonic neural networks
    EPFL- Photonic days (2021) / EPFL - Lausanne, Switzerland (2021)
    Talukder, Ria | Skalli, Anas | Andreoli, Louis | Brunner, Daniel
    bibtex
    @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 - 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, Daniel
    bibtex
    @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 - Link between physical properties and computational performance in a VCSEL – based artificial neural network
    2021 International Symposium on Physics and Applications of Laser Dynamics (IS-PALD 2021) / Saitama City, Japan (2021)
    Skalli, Anas | Porte, Xavier | Haghighi, Nasibeh | Reitzenstein, Stephan
    bibtex
    @inproceedings{3c6ca130-74d0-41ac-9b2c-1e340297ebc3, title = {Link between physical properties and computational performance in a VCSEL -- based artificial neural network}, author = {Skalli, Anas and Porte, Xavier and Haghighi, Nasibeh and Reitzenstein, Stephan}, 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, Daniel
    bibtex
    @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} }
  • 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, Daniel
    bibtex
    @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} }
  • inproceedings - A complete, autonomous and parallel photonic neural network in a semiconductor laser
    SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI2021 2020) / San Diego, California, United States (2021)
    Skalli, Anas | Porte, Xavier | Haghighi, Nasibeh | Reitzenstein, Stephan
    bibtex
    @inproceedings{cd6c3532-f564-4fc6-b98d-638f1cf3b76c, 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}, year = {2021}, address = {San Diego, California, United States}, booktitle = {SPIE Optics\&Photonics, Emerging Topics in Artificial intelligence (ETAI2021 2020)}, 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, Daniel
    bibtex
    @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, Daniel
    bibtex
    @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} }
  • 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, Daniel
    bibtex
    @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 - 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, Daniel
    bibtex
    @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} }
  • 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, Daniel
    bibtex
    @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} }
  • 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