A Convolutional Neural Network with a Wave-Based Convolver

In this paper, we demonstrate that physical waves can be used to perform convolutions as part of a state-of-the-art neural network architecture. In particular, we show that the damping of waves, which is unavoidable in a physical implementation, does not diminish their usefulness in performing the c...

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Bibliographic Details
Main Authors: András Fülöp, György Csaba, András Horváth
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/5/1126