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cs.ET2019
Kernel computations from large-scale random features obtained by Optical Processing Units
Ruben Ohana, Jonas Wacker, Jonathan Dong +4
Approximating kernel functions with random features (RFs)has been a successful application of random projections for nonparametric estimation. However, performing random projection…
cs.ET2019
Optical Reservoir Computing using multiple light scattering for chaotic systems prediction
Jonathan Dong, Mushegh Rafayelyan, Florent Krzakala +1
Reservoir Computing is a relatively recent computational framework based on a large Recurrent Neural Network with fixed weights. Many physical implementations of Reservoir Computin…