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Julian Bueno

Dr

  • United Kingdom

20162020
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Research Output 2016 2020

  • 5 Article
  • 4 Conference contribution book
  • 1 Chapter
2020
1 Downloads (Pure)

Towards neuromorphic photonic networks of ultrafast spiking laser neurons

Robertson, J., Wade, E., Kopp, Y., Bueno, J. & Hurtado, A., 31 Jan 2020, In : IEEE Journal of Selected Topics in Quantum Electronics. 26, 1, 15 p., 7700715.

Research output: Contribution to journalArticle

Open Access
File
Ultrafast lasers
spiking
neurons
Photonics
Neurons
2019

Large scale spatiotemporal reservoirs

Brunner, D., Bueno, J., Porte, X., Maktoobi, S. & Andreoli, L., 8 Jul 2019, Photonic Reservoir Computing: Optical Recurrent Neural Networks. Brunner, D., Soriano, M. C. & Van der Sande, G. (eds.). Berlin, p. 83-116 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

3 Citations (Scopus)
11 Downloads (Pure)

PAM-4 transmission at 1550 nm using photonic reservoir computing post-processing

Argyris, A., Bueno, J. & Fischer, I., 19 Mar 2019, In : IEEE Access. 7, p. 37017 - 37025 9 p., 8669764.

Research output: Contribution to journalArticle

Open Access
File
Pulse amplitude modulation
Photonics
Fibers
Processing
Signal to noise ratio
2018
24 Citations (Scopus)
10 Downloads (Pure)

Photonic machine learning implementation for signal recovery in optical communications

Argyris, A., Bueno, J. & Fischer, I., 31 May 2018, In : Scientific Reports. 8, 1, 13 p., 8487.

Research output: Contribution to journalArticle

Open Access
File
Optics and Photonics
Automatic Data Processing
Machine Learning
2 Citations (Scopus)

Post-processing of long-haul and ethernet optical transmission signals using photonic reservoir computing

Argyris, A., Bueno, J. & Fischer, I., 26 Apr 2018, 2017 European Conference on Optical Communication (ECOC). Piscataway, NJ: IEEE, 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Light transmission
Ethernet
Photonics
Semiconductor lasers
Feedback
44 Citations (Scopus)
1 Downloads (Pure)

Reinforcement learning in a large-scale photonic recurrent neural network

Bueno, J., Maktoobi, S., Froehly, L., Fischer, I., Jacquot, M., Larger, L. & Brunner, D., 20 Jun 2018, In : Optica. 5, 6, p. 756-760 5 p.

Research output: Contribution to journalArticle

Open Access
File
Recurrent neural networks
Reinforcement learning
reinforcement
Photonics
learning
2017
37 Citations (Scopus)
8 Downloads (Pure)

Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback

Bueno, J., Brunner, D., Soriano, M. C. & Fischer, I., 6 Feb 2017, In : Optics Express. 25, 3, p. 2401-2412 12 p.

Research output: Contribution to journalArticle

Open Access
File
injection locking
semiconductor lasers
predictions
hardware
photonics

Improving detection in optical communications using all-optical reservoir computing

Argyris, A., Bueno, J., Soriano, M. C. & Fischer, I., 30 Oct 2017, 2017 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC). Piscataway, NJ: IEEE

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Optical communication
Semiconductor lasers
Learning systems
Optical feedback
Dispersion compensation

Photonic information processing at 20GS/s rates based on semiconductor lasers with delayed optical feedback

Bueno, J., Brunner, D., Soriano, M. C. & Fischer, I., 30 Oct 2017, 2017 Conference on Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC). Piscataway, NJ: IEEE, 1 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Optical feedback
Photonics
Semiconductor lasers
Learning systems
Physics
2016
3 Citations (Scopus)

Photonic reservoir computing for ultra-fast information processing using semiconductor lasers

Fischer, I., Bueno, J., Brunner, D., Soriano, M. C. & Mirasso, C., 5 Dec 2016, ECOC 2016; 42nd European Conference on Optical Communication. Piscataway, NJ: IEEE, p. 336-338 3 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution book

Photonics
Telecommunication
Semiconductor lasers
Hardware
Energy efficiency