103 citations · 290 across the 12 of their papers we have counts for
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cs.ET2023★ 47 cited
Deep Photonic Reservoir Computer Based on Frequency Multiplexing with Fully Analog Connection Between Layers
Alessandro Lupo, Enrico Picco, Marina Zajnulina +1
Reservoir computers (RC) are randomized recurrent neural networks well adapted to process time series, performing tasks such as nonlinear distortion compensation or prediction of c…
cs.ET2021★ 38 cited
Photonic Extreme Learning Machine based on frequency multiplexing
Alessandro Lupo, Lorenz Butschek, Serge Massar
The optical domain is a promising field for physical implementation of neural networks, due to the speed and parallelism of optics. Extreme Learning Machines (ELMs) are feed-forwar…