Publications

2019 (24)

  • 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 Michaël | Jacquot, Maxime
    pdf | doi | bibtex
  • 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
    doi | 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 - 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 - Optoelectronic oscillators with time-delayed feedback
    Reviews of Modern Physics (Volume 91, Issue ( ), sep 2019, Pages :035006)
    Chembo, Kouomou Yanne | Brunner, Daniel | Jacquot, Maxime | Larger, Laurent
    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
  • article - Coupled Nonlinear Delay Systems as Deep Convolutional Neural Networks
    Physical Review Letters (Volume 123, Issue (054101 ), aug 2019, Pages :.)
    Penkovskyi, Bogdan | Porte, Javier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel
    doi | 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
  • 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 - 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
  • 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
  • book - Photonic Reservoir Computing (Optical Recurrent Neural Networks)
    (Editor : Ed. by Brunner, Daniel / Soriano, Miguel C. / Van der Sande, Guy, Volume volume of series De Gruyter Studies in Mathematical Physics, jul 2019, Pages )
    Brunner, Daniel | Soriano, M.C. | Van Der Sand, G.
    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 - 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
  • misc - Vers des processeurs photoniques en rupture pour l'IA du futur
    (jun 2019)
    Larger, Laurent | Jacquot, Maxime | Brunner, Daniel
    bibtex
  • 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, 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 (24)

  • 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 - 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 - 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, Laurent
    doi | 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 - Tutorial: Reservoir Computing
    Spintronics meets Neuromorphics (SPICE 2018) / Mainz, Germany (2018)
    Brunner, Daniel | Jacquot, Maxime | Larger, Laurent
    bibtex
  • 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
    doi | bibtex
  • 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
    doi | bibtex
  • article - Two-dimensional spatiotemporal complexity in dual-delayed nonlinear feedback systems: Chimeras and dissipative solitons
    Chaos, An Interdisciplinary Journal of Nonlinear Science (Volume 28, Issue (10), oct 2018, Pages :10.1063 - 1.5043391 )
    Brunner, Daniel | Penkovskyi, Bogdan | Levchenko, Roman | Schöll, Eckehard | Larger, Laurent | Maistrenko, Yuri
    doi | bibtex
  • 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
    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
  • 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, Daniel
    bibtex
  • inproceedings - Reinforcement Learning in large scale parallel photonic Reservoirs
    Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018) / Hong Kong, China (2018, Pages pages )
    Brunner, Daniel | Fischer, Ingo | Larger, Laurent
    bibtex
  • 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, Daniel
    doi | bibtex
  • 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, Daniel
    bibtex
  • 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, Laurent
    bibtex
  • inproceedings - Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing
    Séminaire - Paris Sud University (2018)
    Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | Brunner, Daniel
    bibtex
  • 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
    doi | bibtex
  • inproceedings - Towards next generation learning in photonic systems
    Ecole Polytechnique Fédérale de Lausanne - Suisse (2018)
    Brunner, Daniel
    bibtex
  • inproceedings - Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing
    ZEA-2 ( 2018) / Juelich, Germany (2018)
    Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | Brunner, Daniel
    bibtex
  • 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 Yanne
    bibtex
  • 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, Daniel
    bibtex
  • 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
    doi | bibtex
  • inproceedings - Reinforcement Learning in a Large Scale Photonic Network
    , Max Planck Institute For Microstructure Physics / Halle, Germany (2018)
    Brunner, Daniel
    bibtex
  • inproceedings - Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing
    48th Physics of Quantum Electronics (PQE 2018) / Utah, United States (2018)
    Brunner, Daniel
    bibtex

2017 (14)

  • inproceedings - Large scale spatio‐temporal networks of nonlinear oscillators for neuromorphic computing
    Seminar presentation, Technische Universität Berlin / Berlin, Germany (2017)
    Brunner, Daniel
    bibtex
  • inproceedings - Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing
    Dynamical Systems and Brain-inspired Information Processing / Konstanz, Germany (2017)
    Brunner, Daniel
    bibtex
  • article - Role of dynamical injection locking and characteristic pulse events for low frequency fluctuations in semiconductor lasers
    Chaos, An Interdisciplinary Journal of Nonlinear Science (Volume 27, Issue (114307), oct 2017, Pages :1-10)
    Hicke, K. | Brunner, Daniel | Soriano, M.C. | Fischer, Ingo
    doi | bibtex
  • inproceedings - Photonic networks for Neuromorphic Computing
    Frontiers In Optics / Washington DC, USA (2017)
    Brunner, Daniel
    bibtex
  • inproceedings - High performance neuromorphic computing in random photonic networks
    Bernstein Conference / Göttingen, Germany (2017)
    Brunner, Daniel
    bibtex
  • 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
    doi | bibtex
  • 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, Ingo
    bibtex
  • 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, Ingo
    doi | bibtex
  • 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.
    doi | bibtex
  • inproceedings - Neuromorphic Computing using networks of quantum dot emitters
    Dynamical Systems and Brain Inspired Computing Workshop / ULB, Brussels, Belgium (2017)
    Brunner, Daniel | Reitzenstein, Stephan | Fischer, Ingo
    bibtex
  • inproceedings - Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing
    CNOD Workshop / Université Côte d’Azur, Sophia Antipolis, France (2017)
    Brunner, Daniel
    bibtex
  • inproceedings - Photonic networks for the implementation of Neural Networks
    Seminar presentation ETH Zürich / Zürich, Switzerland (2017)
    Brunner, Daniel
    bibtex
  • 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
    doi | bibtex
  • 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
    doi | bibtex

2016 (10)

  • 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
    doi | bibtex
  • inproceedings - Space-Time analogy in Delay Systems for Chimera States and Reservoir Computing
    NOLTA 2016 / Yugawara, Japan (2016)
    Brunner, Daniel | Penkovskyi, Bogdan | MAISTRENKO, Yuri | Larger, Laurent
    bibtex
  • inproceedings - Interaction between Liénard and Ikeda dynamics in a nonlinear electro-optical oscillator with delayed feedback
    Dynamics of Delay Equations, Theory and Applications in WIAS Berlin / Berlin, Allemagne (2016)
    Marquez, Bicky | Larger, Laurent | Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maxime
    bibtex
  • inproceedings - All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers
    IEEE International Conference on Rebooting Computing (ICRC), / USA, Sand Diego (2016)
    Brunner, Daniel | Reitzenstein, Stephan | Fischer, Ingo
    doi | bibtex
  • inproceedings - Towards the Creation of Cognitive Devices and the Role of Photonics
    Max Planck Institute of Microstructure Physics / Halle, Germany (2016)
    Brunner, Daniel
    bibtex
  • 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
    doi | bibtex
  • inproceedings - Bifurcation of spiral-shaped patterns in the phase space of a nonlinear delayed electro-optic system
    XXXVI Dynamics Days Europe / Corfu, Greece (2016)
    Marquez, Bicky | Larger, Laurent | Brunner, Daniel | Chembo, Kouomou Yanne | Jacquot, Maxime
    bibtex
  • inproceedings - Neuromorphic Computing using networks of quantum dot emitters
    Neumann Computing, international conference / Berlin, Germany (2016)
    Fischer, Ingo | Reitzenstein, Stephan | Brunner, Daniel
    bibtex
  • inproceedings - Neuromorphic Computing using QD-Networks,NeuroQNet
    Symposium on Functional Macroscopic Systems / Hannover, Germany. (2016)
    Brunner, Daniel | Reitzenstein, Stephan
    bibtex
  • inproceedings - All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers
    Séminaire invité Université Osnabrueck / Osnabrueck, Germany (2016)
    Brunner, Daniel
    bibtex