86 citations · 305 across the 8 of their papers we have counts for
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cs.NE2015★ 4 cited
Towards Trainable Media: Using Waves for Neural Network-Style Training
Michiel Hermans, Thomas Van Vaerenbergh
In this paper we study the concept of using the interaction between waves and a trainable medium in order to construct a matrix-vector multiplier. In particular we study such a dev…
cs.NE2015★ 39 cited
Photonic Delay Systems as Machine Learning Implementations
Michiel Hermans, Miguel Soriano, Joni Dambre +2
Nonlinear photonic delay systems present interesting implementation platforms for machine learning models. They can be extremely fast, offer great degrees of parallelism and potent…