263 citations · 573 across the 13 of their papers we have counts for
3 papers · 1 filter
Towards Deep Physical Reservoir Computing Through Automatic Task Decomposition And Mapping
Matthias Freiberger, Peter Bienstman, Joni Dambre
Photonic reservoir computing is a promising candidate for low-energy computing at high bandwidths. Despite recent successes, there are bounds to what one can achieve simply by maki…
Addressing Limited Weight Resolution in a Fully Optical Neuromorphic Reservoir Computing Readout
Chonghuai Ma, Floris Laporte, Joni Dambre +1
Using optical hardware for neuromorphic computing has become more and more popular recently due to its efficient high-speed data processing capabilities and low power consumption.…
Demonstrating Delay-based Reservoir Computing Using a Compact Photonic Integrated Chip
Krishan Harkhoe, Guy Verschaffelt, Andrew Katumba +2
Photonic delay-based reservoir computing (RC) has gained considerable attention lately, as it allows for simple technological implementations of the RC concept that can operate at…