Piotr Antonik

26 papers A* 2B 2Journal 16Unranked 6
YearRankTypeTitle / Venue / Authors
2023 J jnl
Bayesian Optimisation of Large-scale Photonic Reservoir Computers.
Cogn. Comput.
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2023 J jnl
High Speed Human Action Recognition using a Photonic Reservoir Computer.
CoRR
Enrico Picco, Piotr Antonik, Serge Massar
2023 J jnl
High speed human action recognition using a photonic reservoir computer.
Neural Networks
Enrico Picco, Piotr Antonik, Serge Massar
2020 J jnl
Bayesian optimisation of large-scale photonic reservoir computers.
CoRR
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2020 J jnl
Human action recognition with a large-scale brain-inspired photonic computer.
CoRR
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2020 J jnl
Large-scale spatiotemporal photonic reservoir computer for image classification.
CoRR
Piotr Antonik, Nicolas Marsal, Damien Rontani
2020 J jnl
Online training for high-performance analogue readout layers in photonic reservoir computers.
CoRR
Piotr Antonik, Marc Haelterman, Serge Massar
2020 J jnl
Random pattern and frequency generation using a photonic reservoir computer with output feedback.
CoRR
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2019 — conf
Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer.
ICANN (Workshop)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2019 — conf
Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer.
ICANN (Workshop)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2019 J jnl
Human action recognition with a large-scale brain-inspired photonic computer.
Nat. Mach. Intell.
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
2019 — conf
Time Series Processing with VCSEL-Based Reservoir Computer.
ICANN (Workshop)
Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik
2018 J jnl
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation.
CoRR
Piotr Antonik, Marc Haelterman, Serge Massar
2018 J jnl
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback.
Neural Process. Lett.
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2018 B conf
Spying on chaos-based cryptosystems with reservoir computing.
IJCNN
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar
2018 J jnl
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography.
CoRR
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar
2017 A* conf
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback.
AAAI
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2017 A* conf
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning.
AAAI
Piotr Antonik, Marc Haelterman, Serge Massar
2017 J jnl
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers.
Cogn. Comput.
Piotr Antonik, Marc Haelterman, Serge Massar
2017 J jnl
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization.
IEEE Trans. Neural Networks Learn. Syst.
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
2017 B conf
Photonic reservoir computer with output feedback for chaotic time series prediction.
IJCNN
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2016 J jnl
Embodiment of Learning in Electro-Optical Signal Processors.
CoRR
Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar
2016 J jnl
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation.
CoRR
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
2016 — conf
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback.
ICONIP (2)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2016 — conf
Towards Adjustable Signal Generation with Photonic Reservoir Computers.
ICANN (1)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
2015 — conf
Online Training of an Opto-Electronic Reservoir Computer.
ICONIP (2)
Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar