Reinforcement learning in a large-scale photonic recurrent neural network J Bueno, S Maktoobi, L Froehly, I Fischer, M Jacquot, L Larger, D Brunner Optica 5 (6), 756-760, 2018 | 138 | 2018 |
Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback J Bueno, D Brunner, MC Soriano, I Fischer Optics express 25 (3), 2401-2412, 2017 | 82 | 2017 |
Photonic machine learning implementation for signal recovery in optical communications A Argyris, J Bueno, I Fischer Scientific reports 8 (1), 1-13, 2018 | 67 | 2018 |
Toward neuromorphic photonic networks of ultrafast spiking laser neurons J Robertson, E Wade, Y Kopp, J Bueno, A Hurtado IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 1-15, 2019 | 29 | 2019 |
Ultrafast optical integration and pattern classification for neuromorphic photonics based on spiking VCSEL neurons J Robertson, M Hejda, J Bueno, A Hurtado Scientific reports 10 (1), 1-8, 2020 | 14 | 2020 |
PAM-4 transmission at 1550 nm using photonic reservoir computing post-processing A Argyris, J Bueno, I Fischer IEEE Access 7, 37017-37025, 2019 | 11 | 2019 |
Photonic reservoir computing for ultra-fast information processing using semiconductor lasers I Fischer, J Bueno, D Brunner, MC Soriano, C Mirasso ECOC 2016; 42nd European Conference on Optical Communication, 1-3, 2016 | 6 | 2016 |
Improving detection in optical communications using all-optical reservoir computing A Argyris, J Bueno, MC Soriano, I Fischer The European Conference on Lasers and Electro-Optics, CD_10_5, 2017 | 4 | 2017 |
Spike-based information encoding in vertical cavity surface emitting lasers for neuromorphic photonic systems M Hejda, J Robertson, J Bueno, A Hurtado Journal of Physics: Photonics 2 (4), 044001, 2020 | 3 | 2020 |
Post-processing of Long-haul and Ethernet Optical Transmission Signals Using Photonic Reservoir Computing A Argyris, J Bueno, I Fischer 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 2 | 2017 |
Convolutional Image Edge Detection Using Ultrafast Photonic Spiking VCSEL Neurons J Robertson, Y Zhang, M Hejda, A Adair, J Bueno, S Xiang, A Hurtado arXiv preprint arXiv:2007.10309, 2020 | 1 | 2020 |
VCSELs for fast neuromorphic photonic systems operating at GHz rates M Hejda, J Robertson, J Bueno, A Hurtado 2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020 | 1 | 2020 |
Image edge detection with a photonic spiking VCSEL-neuron J Robertson, Y Zhang, M Hejda, J Bueno, S Xiang, A Hurtado Optics Express 28 (25), 37526-37537, 2020 | | 2020 |
Neuromorphic rate-coded representation of digital image data with a VCSEL-neuron M Hejda, J Robertson, J Bueno, J Alanis, A Hurtado European Semiconductor Laser Workshop, 2020 | | 2020 |
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes Y Zhang, J Robertson, S Xiang, MĚJ Hejda, JÁ Bueno, A Hurtado arXiv preprint arXiv:2011.04438, 2020 | | 2020 |
4 Large scale spatiotemporal reservoirs D Brunner, J Bueno, X Porte, S Maktoobi, L Andreoli Photonic Reservoir Computing: Optical Recurrent Neural Networks, 83-116, 2019 | | 2019 |
Reinforcement learning in a large-scale photonic network (Conference Presentation) D Brunner, S Maktoobi, L Andreoli, L Larger, M Jacquot, I Fischer, ... Optical Data Science II 10937, 1093708, 2019 | | 2019 |
Large scale spatio-temporal networks of nonlinear oscillators for neuromorphic computing J Bueno, S Maktoobi, L Froehly, I Fischer, M Jacquot, L Larger, D Brunner International Symposium on Nonlinear Theory and its Application, 2018 | | 2018 |
Towards Photonic Networks of Micropillar Lasers for Neuromorphic Computing J Bueno, S Maktoobi, M Jacquot, I Fischer, L Lager, S Reitzenstein, ... | | 2018 |
Photonic information processing at 20GS/s rates based on semiconductor lasers with delayed optical feedback J Bueno, D Brunner, MC Soriano, I Fischer The European Conference on Lasers and Electro-Optics, CD_P_38, 2017 | | 2017 |