Publications

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, Daniel
    doi | bibtex
  • 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, Daniel
    bibtex
  • 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
  • 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
  • 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 - Scalability and photonic neural networks
    Rank Symposium (2023) / Grasmere, United Kingdom (2023)
    Grabulosa, Adrià | Skalli, Anas | Moughames, Johnny | Porte, Xavier | Brunner, Daniel
    bibtex
  • 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 - 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 - 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 - 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 - 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, Daniel
    bibtex
  • 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

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, Laurent
    bibtex
  • 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, Daniel
    pdf | bibtex
  • 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, Daniel
    doi | bibtex
  • 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, Daniel
    bibtex
  • 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, Daniel
    bibtex
  • inproceedings - Scalable electro-optical spiking neural network
    Women in Photonics (2022) / Jena, Germany (2022)
    Talukder, Ria | Porte, Xavier | Brunner, Daniel
    pdf | bibtex
  • 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 - 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, Daniel
    bibtex
  • 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 - 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, Daniel
    bibtex
  • inproceedings - Analog computing on spiking photonic neural networks
    2021 International Symposium on Physics and Applications of Laser Dynamics (IS-PALD 2021) / Online, Japan (2021)
    Talukder, Ria | Skalli, Anas | Andreoli, Louis | Brunner, Daniel
    bibtex
  • misc - IOP Journal of Physics : Photonics Emerging Leader 2021
    (oct 2021)
    Brunner, Daniel
    bibtex
  • 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
  • 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, Julie
    bibtex
  • 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 - 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 - 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
  • misc - Co-Organizer : SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI2021)
    (aug 2021)
    Brunner, Daniel | Volpe, Giovanni | Pereira, Joana B. | Ozcan, Aydogan
    bibtex
  • 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, Daniel
    bibtex
  • 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 - 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, Daniel
    bibtex
  • 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
  • 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 - Technical program committee, CLEO/Europe-EQEC, JSIV (Deep learning in Photonics)
    (jun 2021)
    Brunner, Daniel
    bibtex
  • 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, Daniel
    bibtex
  • 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
  • misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
    (may 2021)
    Brunner, Daniel
    bibtex
  • article - Competitive photonic neural networks
    Nature Photonics (Volume 15, Issue (5), apr 2021, Pages :323–324)
    Brunner, Daniel | Psaltis, Demetri
  • 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 - 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, Daniel
    doi | bibtex
  • 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
  • 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, Daniel
    doi | bibtex
  • 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
  • misc - Co-Organizer : SPIE Optics&Photonics, Emerging Topics in Artificial intelligence (ETAI2020)
    (aug 2020)
    Brunner, Daniel | Volpe, Giovanni | Pereira, Joana B. | Ozcan, Aydogan
    bibtex
  • misc - Emerging Topics in Artificial Intelligence 2020
    (aug 2020)
    Volpe, Giovanni | Pereira, Joana B. | Brunner, Daniel | Ozcan, Aydogan
    bibtex
  • 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, Daniel
    doi | bibtex
  • 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
  • misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
    (may 2020)
    Brunner, Daniel
    bibtex
  • inproceedings - 3D integrated photonic interconnects for scalable Neural Networks
    2020 CLEO Laser Science to Photonic Applications (2020) / San Jose, United States (2020)
    Brunner, Daniel | Moughames, Johnny | Porte, Xavier | Thiel, Michael | Larger, Laurent | Jacquot, Maxime | Kadic, Muamer
    bibtex
  • 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, Laurent
    bibtex
  • 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, Daniel
    doi | bibtex
  • misc - Session co-organizer : SPIE Photonics West, "Physics and Simulation of Optoelectronic Devices XXVIII"
    (feb 2020)
    Brunner, Daniel | Lüdge, kathy
    bibtex
  • 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 - 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, Daniel
    bibtex
  • 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, Laurent
    bibtex
  • 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, Daniel
    bibtex
  • 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

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, Laurent
    bibtex
  • 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, Daniel
    bibtex
  • 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 - 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, Damien
    bibtex
  • 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, Damien
    bibtex
  • 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, Daniel
    pdf | doi | bibtex
  • 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, 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, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel | Große, Jan | Heuser, Tobias | Reitzenstein, Stephan | Chretien, Stéphane
    bibtex
  • 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, Daniel
    bibtex
  • 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, Laurent
    bibtex
  • 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, Daniel
    bibtex
  • 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, Daniel
    pdf | doi | 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, Xavier | Jacquot, Maxime | Larger, Laurent | Brunner, Daniel
  • 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, Xavier | Andreoli, Louis | Maktoobi, Sheler | Sandoz, Patrick | Laurent, Guillaume | Froehly, Luc | Meyer, Rémi | Ouadghiri Idrissi, Ismail | Larger, Laurent | Dudley, John Michael | Courvoisier, François
    pdf | bibtex
  • incollection - Photonic Reservoir Computing
    4. Large scale spatiotemporal reservoirs (jul 2019, Pages 83-16)
    Brunner, Daniel | Bueno, Julian | Porte, Xavier | Maktoobi, Sheler | Andreoli, Louis
    bibtex
  • incollection - Photonic Reservoir Computing
    1. Introduction to novel photonic computing (jul 2019, Pages 1-32)
    Brunner, Daniel | Antonik, Piotr | Porte, Xavier
    bibtex
  • 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
  • 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, 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, Xavier | 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
  • 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, Stephan
    doi | bibtex
  • 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, Daniel
    doi | 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 - 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, Laurent
    bibtex
  • misc - Technical program committee, CLEO (FS 5: Nonlinear Optics and Novel Phenomena)
    (may 2019)
    Brunner, Daniel
    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 (27)

  • misc - Initiator and co-organizer "Cognitive computing: merging concepts and hardware"
    (dec 2018)
    Brunner, Daniel | Jaeger, Herbert | Pipa, Gordon | Parkin, Stuart
    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 - 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
    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 - 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
  • 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 - 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, Laurent
    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
  • 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, Damien
    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
  • 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 - 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 - 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, Laurent
    bibtex
  • 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, Daniel
    doi | 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
  • inproceedings - Séminaire "Nonlinear Delayed-feedback Systems: Complex Patterns And Neuromorphic Computing" - Paris Sud University
    (2018)
    Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | 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
    ZEA-2 ( 2018) / Juelich, Germany (2018)
    Penkovskyi, Bogdan | Larger, Laurent | Maistrenko, Yuri | Brunner, Daniel
    bibtex
  • inproceedings - Séminaire "Towards next generation learning in photonic systems" - Ecole Polytechnique Fédérale de Lausanne - Suisse
    (2018)
    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
  • inproceedings - Séminaire "PhysicsReinforcement Learning in a Large Scale Photonic Network" - Max Planck Institute For Microstructure
    / Halle, Germany (2018)
    Brunner, Daniel
    bibtex
  • inproceedings - Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing
    48th Physics of Quantum Electronics (PQE 2018) / Snowbird, United States (2018)
    Brunner, Daniel
    bibtex

2017 (16)

  • inproceedings - Séminaire "Large scale spatio‐temporal networks of nonlinear oscillators for neuromorphic computing" Technische Universität Berlin, Germany
    / Berlin, Germany (2017)
    Brunner, Daniel
    bibtex
  • 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, Daniel
    doi | bibtex
  • misc - Organizer, PICS workshop, intra-laboratory meeting between IFISC, Palma de Mallorca and FEMTO-ST
    (nov 2017)
    Brunner, Daniel
    bibtex
  • 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, Daniel
    bibtex
  • 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 - Photonic networks for Neuromorphic Computing
    OSA Frontiers in Optics / Washington, D.C., United States (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
  • 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, Ingo
    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.
  • 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, Daniel
    bibtex
  • inproceedings - Séminaire "Photonic networks for the implementation of Neural Networks" - ETH Zürich, Suisse
    / 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
  • 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, Laurent
    bibtex
  • 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, Maxime
    bibtex
  • 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, Ingo
    doi | bibtex
  • inproceedings - Towards the Creation of Cognitive Devices and the Role of Photonics
    Séminaire Max Planck Institute of Microstructure Physics (2016) / Halle, Germany (2016)
    Brunner, Daniel
    bibtex
  • 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
  • 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, Maxime
    bibtex
  • inproceedings - Séminaire invité "Neuromorphic Computing using networks of quantum dot emitters"
    Neumann Computing, International conference (2016) / Berlin, Germany (2016)
    Fischer, Ingo | Reitzenstein, Stephan | Brunner, Daniel
    bibtex
  • inproceedings - Neuromorphic Computing using QD-Networks,NeuroQNet
    2016 Symposium on Functional Macroscopic Systems (2016) / Hanovre, Germany (2016)
    Brunner, Daniel | Reitzenstein, Stephan
    bibtex
  • misc - Co-organizer : BEYOND! von Neumann Computing Workshop
    (may 2016)
    Brunner, Daniel | Parkin, Stuart
    bibtex
  • inproceedings - Séminaire invité "All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers" - Université Osnabrueck, Germany
    / Osnabrueck, Germany (2016)
    Brunner, Daniel
    bibtex

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 - 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, Ingo
    bibtex
  • 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 Yanne
    bibtex
  • 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, Laurent
    bibtex
  • 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, Vladimir
    bibtex

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, Vladimir
    bibtex