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Piotr Antonik
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2020 – today
- 2023
- [j6]Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani:
Bayesian Optimisation of Large-scale Photonic Reservoir Computers. Cogn. Comput. 15(5): 1452-1460 (2023) - [j5]Enrico Picco, Piotr Antonik, Serge Massar:
High speed human action recognition using a photonic reservoir computer. Neural Networks 165: 662-675 (2023) - [i10]Enrico Picco, Piotr Antonik, Serge Massar:
High Speed Human Action Recognition using a Photonic Reservoir Computer. CoRR abs/2305.15283 (2023) - 2020
- [i9]Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani:
Bayesian optimisation of large-scale photonic reservoir computers. CoRR abs/2004.02535 (2020) - [i8]Piotr Antonik, Nicolas Marsal, Damien Rontani:
Large-scale spatiotemporal photonic reservoir computer for image classification. CoRR abs/2004.02542 (2020) - [i7]Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani:
Human action recognition with a large-scale brain-inspired photonic computer. CoRR abs/2004.02545 (2020) - [i6]Piotr Antonik, Marc Haelterman, Serge Massar:
Online training for high-performance analogue readout layers in photonic reservoir computers. CoRR abs/2012.10613 (2020) - [i5]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Random pattern and frequency generation using a photonic reservoir computer with output feedback. CoRR abs/2012.10615 (2020)
2010 – 2019
- 2019
- [j4]Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani:
Human action recognition with a large-scale brain-inspired photonic computer. Nat. Mach. Intell. 1(11): 530-537 (2019) - [c10]Piotr Antonik, Nicolas Marsal, Daniel Brunner, Damien Rontani:
Classification of Human Actions in Videos with a Large-Scale Photonic Reservoir Computer. ICANN (Workshop) 2019: 156-160 - [c9]Jean Benoit Héroux, Naoki Kanazawa, Piotr Antonik:
Time Series Processing with VCSEL-Based Reservoir Computer. ICANN (Workshop) 2019: 165-169 - [c8]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: 175-179 - 2018
- [j3]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): 1041-1054 (2018) - [c7]Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar:
Spying on chaos-based cryptosystems with reservoir computing. IJCNN 2018: 1-7 - [i4]Piotr Antonik, Marc Haelterman, Serge Massar:
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation. CoRR abs/1802.02026 (2018) - [i3]Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Serge Massar:
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography. CoRR abs/1802.02844 (2018) - 2017
- [j2]Piotr Antonik, Marc Haelterman, Serge Massar:
Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers. Cogn. Comput. 9(3): 297-306 (2017) - [j1]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): 2686-2698 (2017) - [c6]Piotr Antonik, Marc Haelterman, Serge Massar:
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning. AAAI 2017: 4899-4900 - [c5]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback. AAAI 2017: 4901-4902 - [c4]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Photonic reservoir computer with output feedback for chaotic time series prediction. IJCNN 2017: 2407-2413 - 2016
- [c3]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) 2016: 374-381 - [c2]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback. ICONIP (2) 2016: 318-325 - [i2]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 abs/1610.06268 (2016) - [i1]Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar:
Embodiment of Learning in Electro-Optical Signal Processors. CoRR abs/1610.06269 (2016) - 2015
- [c1]Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar:
Online Training of an Opto-Electronic Reservoir Computer. ICONIP (2) 2015: 233-240
Coauthor Index
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