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Conferences > CLEO_SI > 2023 > SF1F > SF1F.4

Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers

Sasipim Srivallapanondh, Pedro J. Freire, Antonio Napoli, Sergei K. Turitsyn, and Jaroslaw E. Prilepsky

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Abstract

To reduce the complexity of the hardware implementation of neural network-based optical channel equalizers, we demonstrate that the performance of the biLSTM equalizer with approximated activation functions is close to that of the original model.

© 2023 The Author(s)

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