790 citations · 1.7k across the 10 of their papers we have counts for
10 papers
H2020-SPACE-ORIONAS Miniaturized optical transceivers for high-speed optical inter-satellite links
L. Stampoulidis, A. Osman, I. Sourikopoulos +10
The European H2020-SPACE-ORIONAS project targets the development of optical transceiver and amplifier integrated circuits and modules applicable to high-speed and compact laser com…
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…
3D super-resolved in vitro multiphoton microscopy by saturation of excitation
Anh Dung Nguyen, François Duport, Arno Bouwens +6
We demonstrate a significant resolution enhancement beyond the conventional limit in multiphoton microscopy (MPM) using saturated excitation of fluorescence. Our technique achieves…
High performance photonic reservoir computer based on a coherently driven passive cavity
Quentin Vinckier, François Duport, Anteo Smerieri +4
Reservoir computing is a recent bio-inspired approach for processing time-dependent signals. It has enabled a breakthrough in analog information processing, with several experiment…
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…
Experimental refutation of a class of ψ-epistemic models
M. K. Patra, L. Olislager, F. Duport +3
The quantum state is a mathematical object used to determine the outcome probabilities of measurements on physical systems. Its fundamental nature has been the subject of discussio…
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…
All-optical Reservoir Computing
François Duport, Bendix Schneider, Anteo Smerieri +2
Reservoir Computing is a novel computing paradigm which uses a nonlinear recurrent dynamical system to carry out information processing. Recent electronic and optoelectronic Reserv…
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…