基于神经网络的 optical 均衡器非线性激活函数的硬件实现
机器学习
2023-05-17 v1 光学
摘要
为降低基于神经网络的光信道均衡器硬件实现的复杂度，我们证明了采用近似激活函数的 biLSTM 均衡器的性能接近于原始模型。
引用
@article{arxiv.2305.09495,
title = {Hardware Realization of Nonlinear Activation Functions for NN-based Optical Equalizers},
author = {Sasipim Srivallapanondh and Pedro J. Freire and Antonio Napoli and Sergei K. Turitsyn and Jaroslaw E. Prilepsky},
journal= {arXiv preprint arXiv:2305.09495},
year = {2023}
}
备注
2 pages, 1 figure, 1 table, Conference on Lasers & Electro-Optics 2023