Piotr Antonik

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 25

Top Topics

Action Recognition

Online Training

Chaotic Time Series

Top Venues

ICANN (Workshop)

Publications

Enrico Picco, Piotr Antonik, Serge Massar
High Speed Human Action Recognition using a Photonic Reservoir Computer. CoRR (2023)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Bayesian Optimisation of Large-scale Photonic Reservoir Computers. Cogn. Comput. 15 (5) (2023)
Enrico Picco, Piotr Antonik, Serge Massar
High speed human action recognition using a photonic reservoir computer. Neural Networks 165 (2023)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Bayesian optimisation of large-scale photonic reservoir computers. CoRR (2020)
Piotr Antonik, Nicolas Marsal, Damien Rontani
Large-scale spatiotemporal photonic reservoir computer for image classification. CoRR (2020)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Random pattern and frequency generation using a photonic reservoir computer with output feedback. CoRR (2020)
Piotr Antonik, Marc Haelterman, Serge Massar
Online training for high-performance analogue readout layers in photonic reservoir computers. CoRR (2020)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Human action recognition with a large-scale brain-inspired photonic computer. CoRR (2020)
Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik
Time Series Processing with VCSEL-Based Reservoir Computer. ICANN (Workshop) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer. ICANN (Workshop) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Human action recognition with a large-scale brain-inspired photonic computer. Nat. Mach. Intell. 1 (11) (2019)
Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani
Comparison of Feature Extraction Techniques for Handwritten Digit Recognition with a Photonic Reservoir Computer. ICANN (Workshop) (2019)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback. Neural Process. Lett. 47 (3) (2018)
Piotr Antonik, Marc Haelterman, Serge Massar
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation. CoRR (2018)
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar
Spying on chaos-based cryptosystems with reservoir computing. IJCNN (2018)
Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. CoRR (2018)
Piotr Antonik, Marc Haelterman, Serge Massar
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers. Cogn. Comput. 9 (3) (2017)
Piotr Antonik, Marc Haelterman, Serge Massar
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning. AAAI (2017)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Photonic reservoir computer with output feedback for chaotic time series prediction. IJCNN (2017)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback. AAAI (2017)
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization. IEEE Trans. Neural Networks Learn. Syst. 28 (11) (2017)
Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar
Embodiment of Learning in Electro-Optical Signal Processors. CoRR (2016)
Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation. CoRR (2016)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback. ICONIP (2) (2016)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) (2016)
Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer. ICONIP (2) (2015)