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Marc Haelterman
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2020 – today
- 2020
- [i12]Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar:
Parallel photonic reservoir computing based on frequency multiplexing of neurons. CoRR abs/2008.11247 (2020) - [i11]Piotr Antonik, Marc Haelterman, Serge Massar:
Online training for high-performance analogue readout layers in photonic reservoir computers. CoRR abs/2012.10613 (2020) - [i10]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
- 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) - [c9]Piotr Antonik, Marvyn Gulina
, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar:
Spying on chaos-based cryptosystems with reservoir computing. IJCNN 2018: 1-7 - [i9]Piotr Antonik, Marc Haelterman, Serge Massar:
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation. CoRR abs/1802.02026 (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) - [c8]Piotr Antonik, Marc Haelterman, Serge Massar:
Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning. AAAI 2017: 4899-4900 - [c7]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback. AAAI 2017: 4901-4902 - [c6]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Photonic reservoir computer with output feedback for chaotic time series prediction. IJCNN 2017: 2407-2413 - 2016
- [c5]Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar:
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) 2016: 374-381 - [c4]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 - [i8]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) - [i7]Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar:
Embodiment of Learning in Electro-Optical Signal Processors. CoRR abs/1610.06269 (2016) - [i6]Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar:
Parallel photonic reservoir computing using frequency multiplexing of neurons. CoRR abs/1612.08606 (2016) - 2015
- [c3]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 - [i5]Quentin Vinckier, François Duport, Anteo Smerieri, Kristof Vandoorne, Peter Bienstman, Marc Haelterman, Serge Massar:
High performance photonic reservoir computer based on a coherently driven passive cavity. CoRR abs/1501.03024 (2015) - 2014
- [i4]François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar:
Analog input layer for optical reservoir computers. CoRR abs/1406.3238 (2014) - 2013
- [c2]François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre
, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Recent advances in optical Reservoir Computing. ISCAS 2013: 333-336 - 2012
- [c1]Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Analog readout for optical reservoir computers. NIPS 2012: 953-961 - [i3]François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar:
All-optical Reservoir Computing. CoRR abs/1207.1619 (2012) - [i2]Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Analog readout for optical reservoir computers. CoRR abs/1209.3129 (2012) - 2011
- [i1]Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar:
Optoelectronic Reservoir Computing. CoRR abs/1111.7219 (2011)
Coauthor Index
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