Neuromorphic Computing Waves – PRL

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Giulia Marcucci, Davide Pierangeli, and Claudio Conti have published Theory of Neuromorphic Computing by Waves: Machine Learning by Rogue Waves, Dispersive Shocks, and Solitons in Physical Review Letters.

Artificial neural networks with nonlinear waves as a computing reservoir are the subject of the paper in which the universality and the conditions to learn a dataset in terms of output channels and nonlinearity are discussed.
See also l’intelligenza delle onde in italian.