Abstract

We demonstrate a programmable all-optical activation function device based on a silicon micro-ring resonator loaded with phase change materials. Four different nonlinear activation functions of Relu, ELU, Softplus and Radial basis functions are implemented for incident signal light of the same wavelength.

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