Julián Bueno
Julián Bueno
Research associate, Institute of Photonics, University of Strathclyde
Verified email at strath.ac.uk
Title
Cited by
Cited by
Year
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
1382018
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
822017
Photonic machine learning implementation for signal recovery in optical communications
A Argyris, J Bueno, I Fischer
Scientific reports 8 (1), 1-13, 2018
672018
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
292019
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
142020
PAM-4 transmission at 1550 nm using photonic reservoir computing post-processing
A Argyris, J Bueno, I Fischer
IEEE Access 7, 37017-37025, 2019
112019
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
62016
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
42017
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
32020
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
22017
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
12020
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
12020
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
The system can't perform the operation now. Try again later.
Articles 1–20