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cs.NE2020★ 7 cited
Random pattern and frequency generation using a photonic reservoir computer with output feedback
Piotr Antonik, Michiel Hermans, Marc Haelterman +1
Reservoir computing is a bio-inspired computing paradigm for processing time dependent signals. The performance of its analogue implementations matches other digital algorithms on…
cs.NE2020★ 14 cited
Online training for high-performance analogue readout layers in photonic reservoir computers
Piotr Antonik, Marc Haelterman, Serge Massar
Introduction. Reservoir Computing is a bio-inspired computing paradigm for processing time-dependent signals. The performance of its hardware implementation is comparable to state-…