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Louis Andreoli

Publications de Louis Andreoli

2019 (17)

  • 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, Javier | Jacquot, Maxime | Reitzenstein, Stephan | Larger, Laurent
    bibtex
  • article - Fundamental aspects of noise in analog-hardware neural networks
    Chaos, An Interdisciplinary Journal of Nonlinear Science (Volume 29, oct 2019, Pages :103128-1 - 103128-11)
    Semenova, Nadezhda | Porte, Javier | Andreoli, Louis | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel
    doi | bibtex
  • inproceedings - Photonic neural networks scalable in size and learning effort
    42nd European Conference on Optical Communication (ECOC 2016) / Dublin, Ireland (2019)
    Brunner, Daniel | Andreoli, Louis | Porte, Javier | Jacquot, Maxime | Larger, Laurent
    bibtex
  • inproceedings - Greedy Boolean Learning in Photonic Recurrent Neural Networks
    European Material Research Society annual meeting (E-MRS 2019) / Warsaw, Poland (2019)
    Andreoli, Louis | Porte, Javier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel | Große, Jan | Heuser, Tobias | Reitzenstein, Stephan | Chretien, Stéphane
    bibtex
  • inproceedings - General considerations for neural networks implemented in hardware
    2019 Photonica ( 2019) / Belgrade, Serbia (2019)
    Brunner, Daniel | Andreoli, Louis | Porte, Javier | Semenova, Nadezhda | Jacquot, Maxime | Chretien, Stéphane | Reitzenstein, Stephan | Larger, Laurent
    bibtex
  • 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, Laurent
    bibtex
  • 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, Javier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel
    doi | bibtex
  • 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, Laurent
    bibtex
  • 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, Javier | Andreoli, Louis | Maktoobi, Sheler | Sandoz, Patrick | Laurent, Guillaume | Froehly, Luc | Meyer, Rémi | Ouadghiri Idrissi, Ismail | Larger, Laurent | Dudley, John Michaël | Courvoisier, François
    bibtex
  • inproceedings - Limits and Applications of Diffractive Coupling
    2019 OSA Mathematics in Imaging ( 2019) / Munich, Germany (2019)
    Brunner, Daniel | Maktoobi, Sheler | Andreoli, Louis | Porte, Javier | Jacquot, Maxime | Reitzenstein, Stephan | Larger, Laurent
    bibtex
  • inproceedings - Scaling and cost-function topology of evolutionary Boolean learning in hardware
    International Work-Conference on Artificial Neural Networks (IWANN 2019) / Gran Canaria, Spain (2019)
    Brunner, Daniel | Andreoli, Louis | Chretien, Jacques | Jacquot, Maxime | Larger, Laurent
    bibtex
  • 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, Javier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel
    bibtex
  • 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, Javier | Maktoobi, Sheler | Jacquot, Maxime | Chretien, Jacques | Reitzenstein, Stephan | Larger, Laurent
    bibtex
  • 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, Laurent
    bibtex
  • 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, Laurent
    bibtex
  • 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, Laurent
    bibtex
  • 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, Laurent
    bibtex

2018 (4)

  • 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, Daniel
    bibtex
  • 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, Daniel
    bibtex
  • 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, Daniel
    doi | bibtex
  • 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, Daniel
    bibtex