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Theory of neuromorphic computing by waves

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Abstract

We study theoretically neural networks embedding a nonlinear wave as a computing reservoir. We demonstrate interpolation of large datasets and Boolean logic. We discuss the existence of a critical nonlinearity for learning.

© 2021 The Author(s)

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