Computational complexity optimization of neural network-based equalizers in digital signal processing: a comprehensive approach

P Freire, S Srivallapanondh, B Spinnler… - Journal of Lightwave …, 2024 - ieeexplore.ieee.org
Experimental results based on offline processing reported at optical conferences
increasingly rely on neural network-based equalizers for accurate data recovery. However …

Machine Learning in Short-Reach Optical Systems: A Comprehensive Survey

C Shao, E Giacoumidis, SM Billah, S Li, J Li, P Sahu… - Photonics, 2024 - mdpi.com
Recently, extensive research has been conducted to explore the utilization of machine
learning (ML) algorithms in various direct-detected and (self)-coherent short-reach …