Spiking Neural Network Decision Feedback Equalization for IM/DD Systems

2023/04/27 by Alexander von Bank, von Bank, Alexander, Eike-Manuel Edelmann +3 · 1 citation
Engineering · Computer Science · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks Stability and Synchronization

paper · pdf · doi:10.48550/arxiv.2304.14152

Abstract

A spiking neural network (SNN) equalizer with a decision feedback structure is applied to an IM/DD link with various parameters. The SNN outperforms linear and artificial neural network (ANN) based equalizers.

Cited by

• Encoding Optimization for Low-Complexity Spiking Neural Network Equalizers in IM/DD Systems

Related

• Spiking Neural Network Equalization for IM/DD Optical Communication
• Spiking Neural Network Decision Feedback Equalization
• Encoding Optimization for Low-Complexity Spiking Neural Network Equalizers in IM/DD Systems
• Energy-efficient Spiking Neural Network Equalization for IM/DD Systems with Optimized Neural Encoding
• Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communication