Publications

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2021 (19)

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{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 - 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 - 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{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) / Online, 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 = {Online, 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 - 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 - 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 - 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{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 - 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 - 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{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, 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 - 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{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, 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 - Competitive photonic neural networks
Nature Photonics (Volume 15, Issue (5), apr 2021, Pages :323–324)
Brunner, Daniel | Psaltis, Demetri
pdf | doi
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
doi
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@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
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2020 (17)

article - Optical neural networks: The 3D connection
Photoniques (Volume , Issue (104), nov 2020, Pages :34-38)
Dinc, Niyazi Ulas | Psaltis, Demetri | Brunner, Daniel
doi
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
pdf | doi
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.
doi
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
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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@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 2020} }
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@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 2020} }
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
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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
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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
pdf | doi
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{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 = {2020 CLEO Laser Science to Photonic Applications (2020)}, 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, Laurent
bibtex@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, Daniel
doi | 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
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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{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, Daniel
bibtex@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} }
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@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} }
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
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2019 (34)

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
pdf | doi
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
pdf | doi
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
pdf | doi
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{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} }
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{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 - 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@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} }
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
doi
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{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 - 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{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 - 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@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} }
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{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, Damien
bibtex@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 - 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{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, Daniel
bibtex@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 - 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
pdf | doi
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
pdf | doi
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{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 - 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{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 - 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@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} }
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{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} }
incollection - Photonic Reservoir Computing
1. Introduction to novel photonic computing (jul 2019, Pages 1-32)
Brunner, Daniel | Antonik, Piotr | Porte, Xavier
bibtex@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} }
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} }
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@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} }
misc - Vers des processeurs photoniques en rupture pour l'IA du futur
(jun 2019)
Larger, Laurent | Jacquot, Maxime | Brunner, Daniel
bibtex@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'ÃlectricitÃ© 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, Laurent
bibtex@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 = { } }
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@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} }
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{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 - 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@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 - 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{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 - 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@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 - 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{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 - 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{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 - 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{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
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@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 (23)

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{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} }
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{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 - 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{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, Daniel
doi | 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
doi
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
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
pdf | doi
inproceedings - Tutorial: Reservoir Computing
Spintronics meets Neuromorphics (SPICE 2018) / Mainz, Germany (2018)
Brunner, Daniel | Jacquot, Maxime | Larger, Laurent
bibtex@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} }
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{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 = { } }
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
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{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 - 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{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 - 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{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 = {Hong Kong, China}, booktitle = {Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018)}, month = {jul}, pages = { } }
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{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 a Large Scale Photonic Network
Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018) / Hong Kong, China (2018)
Maktoobi, Sheler | Andreoli, Louis | Larger, Laurent | Jacquot, Maxime | Brunner, Daniel
doi | 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 = {Hong Kong, China}, booktitle = {Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR 2018)}, month = {jul}, doi = {10.1364/CLEOPR.2018.W1D.4} }
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{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} }
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
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{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, Daniel
bibtex@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 - 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{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} }
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@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} }
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
inproceedings - Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing
48th Physics of Quantum Electronics (PQE 2018) / Snowbird, United States (2018)
Brunner, Daniel
bibtex@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} }

2017 (12)

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@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} }
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@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} }
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
doi
inproceedings - Photonic networks for Neuromorphic Computing
OSA Frontiers in Optics / Washington, D.C., United States (2017)
Brunner, Daniel
bibtex@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, Daniel
bibtex@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
pdf | doi
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{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, Ingo
doi | 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.
doi
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{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} }
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
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

2016 (9)

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
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{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, Maxime
bibtex@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, Ingo
doi | 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, Daniel
bibtex@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
doi
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{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 - Neuromorphic Computing using QD-Networks,NeuroQNet
2016 Symposium on Functional Macroscopic Systems (2016) / Hanovre, Germany (2016)
Brunner, Daniel | Reitzenstein, Stephan
bibtex@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} }

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.
pdf | doi

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, Ingo
bibtex@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 Yanne
bibtex@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
pdf | doi

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{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, Vladimir
bibtex@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, Vladimir
bibtex@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} }