92 citations · 248 across the 16 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.NE2014★ 70 cited
Trainable and Dynamic Computing: Error Backpropagation through Physical Media
Michiel Hermans, Michaël Burm, Joni Dambre +1
Machine learning algorithms, and more in particular neural networks, arguably experience a revolution in terms of performance. Currently, the best systems we have for speech recogn…