paper

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

arXiv:2305.09495

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.

2 pages, 1 figure, 1 table, Conference on Lasers & Electro-Optics 2023

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