Marc Haelterman

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 16

Top Topics

Online Training

Chaotic Time Series

Top Venues

Publications

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)
Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar
Parallel photonic reservoir computing based on frequency multiplexing of neurons. CoRR (2020)
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, 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)
Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar
Parallel photonic reservoir computing using frequency multiplexing of neurons. CoRR (2016)
Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
Towards Adjustable Signal Generation with Photonic Reservoir Computers. ICANN (1) (2016)
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 (2015)
Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar
Online Training of an Opto-Electronic Reservoir Computer. ICONIP (2) (2015)
François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar
Analog input layer for optical reservoir computers. CoRR (2014)
François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Recent advances in optical Reservoir Computing. ISCAS (2013)
François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar
All-optical Reservoir Computing CoRR (2012)
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Analog readout for optical reservoir computers. NIPS (2012)
Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Analog readout for optical reservoir computers CoRR (2012)
Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Optoelectronic Reservoir Computing CoRR (2011)