790 citations · 1.7k across the 10 of their papers we have counts for
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Parallel photonic reservoir computing using frequency multiplexing of neurons
Akram Akrout, Arno Bouwens, François Duport +3
Today's unrelenting increase in demand for information processing creates the need for novel computing concepts. Reservoir computing is such a concept that lends itself particularl…
Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalisation
Piotr Antonik, François Duport, Michiel Hermans +3
Reservoir Computing is a bio-inspired computing paradigm for processing time dependent signals. The performance of its analogue implementation are comparable to other state of the…
Analog input layer for optical reservoir computers
François Duport, Akram Akrout, Anteo Smerieri +2
Reservoir computing is an information processing technique, derived from the theory of neural networks, which is easy to implement in hardware. Several reservoir computer hardware…
Analog readout for optical reservoir computers
Anteo Smerieri, François Duport, Yvan Paquot +3
Reservoir computing is a new, powerful and flexible machine learning technique that is easily implemented in hardware. Recently, by using a time-multiplexed architecture, hardware…
Optoelectronic Reservoir Computing
Yvan Paquot, François Duport, Anteo Smerieri +4
Reservoir computing is a recently introduced, highly efficient bio-inspired approach for processing time dependent data. The basic scheme of reservoir computing consists of a non l…