Reducing Computational Complexity of Neural Networks in Optical Channel
Equalization: From Concepts to Implementation

Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation

26 August 2022

Pedro J. Freire

Jaroslaw E. Prilepsky

Papers citing "Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation"

10 / 10 papers shown

Title
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays Pedro J. Freire S. Srivallapanondh M. Anderson B. Spinnler T. Bex ... W. Schairer N. Costa Michaela Blott S. Turitsyn Jaroslaw E. Prilepsky 14 10 0 09 Dec 2022
Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations Xinyu Zhang Ian Colbert Ken Kreutz-Delgado Srinjoy Das MQ 24 11 0 15 Oct 2021
Towards Efficient Post-training Quantization of Pre-trained Language Models Haoli Bai Lu Hou Lifeng Shang Xin Jiang Irwin King M. Lyu MQ 41 47 0 30 Sep 2021
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 121 665 0 24 Jan 2021
ShiftAddNet: A Hardware-Inspired Deep Network Haoran You Xiaohan Chen Yongan Zhang Chaojian Li Sicheng Li Zihao Liu Zhangyang Wang Yingyan Lin OOD MQ 45 75 0 24 Oct 2020
What is the State of Neural Network Pruning? Davis W. Blalock Jose Javier Gonzalez Ortiz Jonathan Frankle John Guttag 172 1,018 0 06 Mar 2020
Comparing Rewinding and Fine-tuning in Neural Network Pruning Alex Renda Jonathan Frankle Michael Carbin 214 354 0 05 Mar 2020
Fast inference of deep neural networks in FPGAs for particle physics Javier Mauricio Duarte Song Han Philip C. Harris S. Jindariani E. Kreinar ... J. Ngadiuba M. Pierini R. Rivera N. Tran Zhenbin Wu AI4CE 67 385 0 16 Apr 2018
Nonlinear Interference Mitigation via Deep Neural Networks Christian Hager H. Pfister 14 137 0 17 Oct 2017
Incremental Network Quantization: Towards Lossless CNNs with Low-Precision Weights Aojun Zhou Anbang Yao Yiwen Guo Lin Xu Yurong Chen MQ 291 1,002 0 10 Feb 2017