Spiking Neural Network Equalization on Neuromorphic Hardware for IM/DD Optical Communication
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Abstract (arXiv)
A spiking neural network (SNN) non-linear equalizer model is implemented on the mixed-signal neuromorphic hardware system BrainScaleS-2 and evaluated for an IM/DD link. The BER 2e-3 is achieved with a hardware penalty less than 1 dB, outperforming numeric linear equalization.
Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Jun 2022.
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Citing papers per year: 2022: 1; 2023: 1.
2 papers.