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Conferences > OFC > 2024 > Th2A > Th2A.13

Activation Stretching for Tackling Noise in Photonic Aware Neural Networks

E. Paolini, L. De Marinis, L. Valcarenghi, L. Maggiani, and N. Andriolli

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Abstract

This paper introduces a stretching strategy for nonlinear activation functions aimed to enhance noise resilience in photonic-aware neural networks. Its effectiveness is numerically demonstrated in counteracting different noise levels in low-resolution operations.

© 2024 The Author(s)

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