mlsanityData to 7 Oct 2026

Spiking Neural Network Equalization for IM/DD Optical Communication

arXiv 2205.04263 ↗First posted 9 May 2022eess.SP cs.NEcited by 3

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Abstract (arXiv)

A spiking neural network (SNN) equalizer model suitable for electronic neuromorphic hardware is designed for an IM/DD link. The SNN achieves the same bit-error-rate as an artificial neural network, outperforming linear equalization.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). First posted on arXiv 9 May 2022.

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Citing papers per year: 2022: 1; 2023: 1; 2024: 1.

3 papers.

  1. 2022Spiking Neural Network Decision Feedback Equalizationcited by 3
  2. 2023Energy-efficient Spiking Neural Network Equalization for IM/DD Systems with Optimized Neural Encodingcited by 1
  3. 2024Artificial Neural Networks for Photonic Applications: From Algorithms to Implementationcited by 0