Marc Haelterman

According to our database, Marc Haelterman authored at least 21 papers between 2011 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Parallel photonic reservoir computing based on frequency multiplexing of neurons.

Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Marc Haelterman, Serge Massar

CoRR, 2020

2018

Random Pattern and Frequency Generation Using a Photonic Reservoir Computer with Output Feedback.

Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Neural Process. Lett., 2018

Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation.

Piotr Antonik, Marc Haelterman, Serge Massar

CoRR, 2018

Spying on chaos-based cryptosystems with reservoir computing.

Piotr Antonik, Marvyn Gulina, Jaël Pauwels, Damien Rontani, Marc Haelterman, Serge Massar

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization.

Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar

IEEE Trans. Neural Networks Learn. Syst., 2017

Online Training for High-Performance Analogue Readout Layers in Photonic Reservoir Computers.

Piotr Antonik, Marc Haelterman, Serge Massar

Cogn. Comput., 2017

Photonic reservoir computer with output feedback for chaotic time series prediction.

Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Improving Performance of Analogue Readout Layers for Photonic Reservoir Computers with Online Learning.

Piotr Antonik, Marc Haelterman, Serge Massar

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Chaotic Time Series Prediction Using a Photonic Reservoir Computer with Output Feedback.

Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Embodiment of Learning in Electro-Optical Signal Processors.

Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar

CoRR, 2016

Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation.

Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar

CoRR, 2016

Parallel photonic reservoir computing using frequency multiplexing of neurons.

Akram Akrout, Arno Bouwens, François Duport, Quentin Vinckier, Marc Haelterman, Serge Massar

CoRR, 2016

Pattern and Frequency Generation Using an Opto-Electronic Reservoir Computer with Output Feedback.

Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Towards Adjustable Signal Generation with Photonic Reservoir Computers.

Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

High performance photonic reservoir computer based on a coherently driven passive cavity.

Quentin Vinckier, François Duport, Anteo Smerieri, Kristof Vandoorne, Peter Bienstman, Marc Haelterman, Serge Massar

CoRR, 2015

Online Training of an Opto-Electronic Reservoir Computer.

Piotr Antonik, François Duport, Anteo Smerieri, Michiel Hermans, Marc Haelterman, Serge Massar

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Analog input layer for optical reservoir computers.

François Duport, Akram Akrout, Anteo Smerieri, Marc Haelterman, Serge Massar

CoRR, 2014

2013

Recent advances in optical Reservoir Computing.

François Duport, Anteo Smerieri, Yvan Paquot, Bendix Schneider, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar

Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012

All-optical Reservoir Computing

François Duport, Bendix Schneider, Anteo Smerieri, Marc Haelterman, Serge Massar

CoRR, 2012

Analog readout for optical reservoir computers.

Anteo Smerieri, François Duport, Yvan Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

2011

Optoelectronic Reservoir Computing

Yvan Paquot, François Duport, Anteo Smerieri, Joni Dambre, Benjamin Schrauwen, Marc Haelterman, Serge Massar

CoRR, 2011