# Spiking Neural Network Decision Feedback Equalization for IM/DD Systems

arXiv: https://arxiv.org/abs/2304.14152 · HTML: https://mlsanity.com/paper/2304.14152/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- Builds on 3 of its 5 references that are in the map.
- First posted on arXiv 27 Apr 2023.

## Builds on (most cited first, 3 of 3)

- [Surrogate Gradient Learning in Spiking Neural Networks](https://mlsanity.com/paper/1901.09948/) (2019)
- [Spiking Neural Network Decision Feedback Equalization](https://mlsanity.com/paper/2211.04756/) (2022)
- [Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communication](https://mlsanity.com/paper/2206.00401/) (2022)

## Built on by (most cited first, 1 of 1)

- [Energy-efficient Spiking Neural Network Equalization for IM/DD Systems with Optimized Neural Encoding](https://mlsanity.com/paper/2312.12909/) (2023)

## Abstract (arXiv)

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.