179 citations · 596 across the 9 of their papers we have counts for
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cs.NE2018★ 56 cited
Brain-inspired photonic signal processor for periodic pattern generation and chaotic system emulation
Piotr Antonik, Marc Haelterman, Serge Massar
Reservoir computing is a bio-inspired computing paradigm for processing time-dependent signals. Its hardware implementations have received much attention because of their simplicit…
cs.NE2018★ 110 cited
Using a reservoir computer to learn chaotic attractors, with applications to chaos synchronisation and cryptography
Piotr Antonik, Marvyn Gulina, Jaël Pauwels +1
Using the machine learning approach known as reservoir computing, it is possible to train one dynamical system to emulate another. We show that such trained reservoir computers rep…