activity
20022023
most citedOptoelectronic Reservoir Computing

790 citations · 2k across the 18 of their papers we have counts for

collaborators

18 papers

nlin.PS2023★ 5 cited

Emergence of collapsed snaking related dark and bright Kerr dissipative solitons with quartic-quadratic dispersion

Edem Kossi Akakpo, Marc Haelterman, Francois Leo +1

We theoretically investigate the dynamics, bifurcation structure and stability of dark localized states emerging in Kerr cavities in the presence of second- and fourth-order disper…

physics.optics2020★ 18 cited

Efficient Type II Second Harmonic Generation in an Indium Gallium Phosphide on insulator wire waveguide aligned with a crystallographic axis

Nicolas Poulvellarie, Carlos Mas Arabi, Charles Ciret +7

We theoretically and experimentally investigate type II second harmonic generation in III-V-on-insulator wire waveguides. We show that the propagation direction plays a crucial rol…

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-…

physics.optics2020★ 34 cited

Photonic reservoir computer based on frequency multiplexing

Lorenz Butschek, Akram Akrout, Evangelia Dimitriadou +3

Reservoir computing is a brain inspired approach for information processing, well suited to analogue implementations. We report a photonic implementation of a reservoir computer th…

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…