mlsanityData to 14 Oct 2026

Spiking Neural Network Decision Feedback Equalization for IM/DD Systems

arXiv 2304.14152 ↗First posted 27 Apr 2023cs.NE cs.LG eess.SPcited by 1

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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.

Key facts. Cited by 1 paper 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

3 of 5 references.

References · 3

  1. 2019Surrogate Gradient Learning in Spiking Neural Networkscited by 626
  2. 2022Spiking Neural Network Decision Feedback Equalizationcited by 3
  3. 2022Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communicationcited by 2

Built on by

Cited by year

Citing papers per year: 2023: 1.

1 paper.

  1. 2023Energy-efficient Spiking Neural Network Equalization for IM/DD Systems with Optimized Neural Encodingcited by 1