no code implementations • 21 Dec 2020 • Nicolas Poulvellarie, Carlos Mas Arabi, Charles Ciret, Sylvain Combrié, Alfredo De Rossi, Marc Haelterman, Fabrice Raineri, Bart Kuyken, Simon-Pierre Gorza, François Leo
We theoretically and experimentally investigate type II second harmonic generation in III-V-on-insulator wire waveguides.
Optics
no code implementations • 19 Dec 2020 • Piotr Antonik, Michiel Hermans, Marc Haelterman, Serge Massar
We demonstrate the first opto-electronic reservoir computer with output feedback and test it on two examples of time series generation tasks: frequency and random pattern generation.
no code implementations • 19 Dec 2020 • Piotr Antonik, Marc Haelterman, Serge Massar
We show numerically that online learning allows to circumvent the added complexity of the analogue layer and obtain the same level of performance as with a digital layer.
no code implementations • 25 Aug 2020 • Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou, Alessandro Lupo, Marc Haelterman, Serge Massar
Reservoir computing is a brain inspired approach for information processing, well suited to analogue implementations.
no code implementations • 6 Feb 2018 • Piotr Antonik, Marc Haelterman, Serge Massar
Reservoir computing is a bio-inspired computing paradigm for processing time-dependent signals.
no code implementations • 20 Oct 2016 • Michiel Hermans, Piotr Antonik, Marc Haelterman, Serge Massar
Delay-coupled electro-optical systems have received much attention for their dynamical properties and their potential use in signal processing.
no code implementations • 20 Oct 2016 • Piotr Antonik, François Duport, Michiel Hermans, Anteo Smerieri, Marc Haelterman, Serge Massar
Reservoir Computing is a bio-inspired computing paradigm for processing time dependent signals.
no code implementations • NeurIPS 2012 • Anteo Smerieri, François Duport, Yvon Paquot, Benjamin Schrauwen, Marc Haelterman, Serge Massar
Operating speeds allowing for real time information operation have been reached using optoelectronic systems.