Browsing Articles by imec author "d1b57e11c4fc3f9645cc2bd1b45d53f8eb6ba7f8"
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Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout
Ma, Chonghuai; Laporte, Floris; Dambre, Joni; Bienstman, Peter (2021) -
Comparing different nonlinearities in readout systems for optical neuromorphic computing networks
Ma, Chonghuai; Lambrecht, Joris; Laporte, Floris; Yin, Xin; Dambre, Joni; Bienstman, Peter (2021) -
Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch
Laporte, Floris; Dambre, Joni; Bienstman, Peter (2019-04) -
Neuromorphic computing based on silicon photonics and reservoir computing
Katumba, Andrew; Freiberger, Matthias; Laporte, Floris; Lugnan, Alessio; Sackesyn, Stijn; Ma, Chonghuai; Dambre, Joni; Bienstman, Peter (2018-11) -
Numerical demonstration of neuromorphic computing with photonic crystal cavities
Laporte, Floris; Katumba, Andrew; Dambre, Joni; Bienstman, Peter (2018-04) -
Photonic neuromorphic information processing and reservoir computing
Lugnan, Alessio; Katumba, Andrew; Laporte, Floris; Freiberger, Matthias; Sackesyn, Stijn; Ma, Chonghuai; Gooskens, Emmanuel; Dambre, Joni; Bienstman, Peter (2020-02) -
Simulating self-learning in photorefractive optical reservoir computers
Laporte, Floris; Dambre, Joni; Bienstman, Peter (2021) -
Wavelength dimension in waveguide-based photonic reservoir computing
Gooskens, Emmanuel; Laporte, Floris; Ma, Chonghuai; Sackesyn, Stijn; Dambre, Joni; Bienstman, Peter (2022)