48 citations · 120 across the 3 of their papers we have counts for
3 papers · 1 filter
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…
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…
Non-invasive light focusing in scattering media using speckle variance optimization
Antoine Boniface, Baptiste Blochet, Jonathan Dong +1
Optical imaging deep inside scattering media remains a fundamental problem in bio-imaging. While wavefront shaping has been shown to allow focusing of coherent light at depth, achi…