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 | 390 | 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 | 196 | 2017 |
Photonic machine learning implementation for signal recovery in optical communications A Argyris, J Bueno, I Fischer Scientific reports 8 (1), 8487, 2018 | 178 | 2018 |
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), 6098, 2020 | 114 | 2020 |
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 | 102 | 2019 |
Ultrafast neuromorphic photonic image processing with a VCSEL neuron J Robertson, P Kirkland, JA Alanis, M Hejda, J Bueno, G Di Caterina, ... Scientific reports 12 (1), 4874, 2022 | 62 | 2022 |
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes Y Zhang, J Robertson, S Xiang, M Hejda, J Bueno, A Hurtado Photonics Research 9 (5), B201-B209, 2021 | 61 | 2021 |
PAM-4 transmission at 1550 nm using photonic reservoir computing post-processing A Argyris, J Bueno, I Fischer IEEE Access 7, 37017-37025, 2019 | 46 | 2019 |
Neuromorphic encoding of image pixel data into rate-coded optical spike trains with a photonic VCSEL-neuron M Hejda, J Robertson, J Bueno, JA Alanis, A Hurtado APL Photonics 6 (6), 2021 | 45 | 2021 |
Comprehensive performance analysis of a VCSEL-based photonic reservoir computer J Bueno, J Robertson, M Hejda, A Hurtado IEEE Photonics Technology Letters 33 (16), 920-923, 2021 | 41 | 2021 |
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 | 33 | 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 | 30 | 2020 |
Highly reliable 106 Gb/s PAM-4 850 nm multi-mode VCSEL for 800G Ethernet applications M Hoser, W Kaiser, D Quandt, J Bueno, S Saintenoy, S Eitel Optical Fiber Communication Conference, Tu2D. 5, 2022 | 18 | 2022 |
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 | 8 | 2017 |
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 |
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 | 5 | 2017 |
Neuromorphic object edge detection with artifical photonic spiking VCSEL-neurons J Robertson, M Hejda, Y Zhang, J Bueno, S Xiang, A Hurtado 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | 3 | 2020 |
Experimental implementation of a photonic neural network with a 1550nm-VCSEL subject to optical injection and delayed optical feedback J Bueno, J Robertson, M Hejda, A Hurtado 2020 IEEE Photonics Conference (IPC), 1-2, 2020 | 2 | 2020 |
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 | 2 | 2020 |
Towards photonic networks of micropillar lasers for neuromorphic computing J Bueno, S Maktoobi, M Jacquot, I Fischer, L Lager, S Reitzenstein, ... | 2 | 2018 |