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Scientific Reports|February 5, 2021
Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readoutChonghuai Ma, Floris Laporte, Joni Dambre, et al.Scientific Reports|December 18, 2021
Comparing different nonlinearities in readout systems for optical neuromorphic computing networksChonghuai Ma, Joris Lambrecht, Floris Laporte, et al.Optics Express|April 27, 2022
Wavelength dimension in waveguide-based photonic reservoir computingEmmanuel Gooskens, Floris Laporte, Chonghuai Ma, et al.Scientific Reports|April 13, 2019
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorchFloris Laporte, Joni Dambre, Peter BienstmanScientific Reports|January 30, 2021
Simulating self-learning in photorefractive optical reservoir computersFloris Laporte, Joni Dambre, Peter BienstmanOptics Express|May 3, 2018
Numerical demonstration of neuromorphic computing with photonic crystal cavitiesFloris Laporte, Andrew Katumba, Joni Dambre, et al.Optics Express|October 7, 2021
Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensationStijn Sackesyn, Chonghuai Ma, Joni Dambre, et al.IEEE Transactions on Neural Networks and Learning Systems|December 2, 2015
Using Digital Masks to Enhance the Bandwidth Tolerance and Improve the Performance of On-Chip Reservoir Computing SystemsBendix Schneider, Joni Dambre, Peter BienstmanOptics Express|December 10, 2017
Integrated pillar scatterers for speeding up classification of cell hologramsAlessio Lugnan, Joni Dambre, Peter BienstmanScientific Reports|September 4, 2020
A training algorithm for networks of high-variability reservoirsMatthias Freiberger, Peter Bienstman, Joni DambrePageof 9