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snn-dfe

A decision-feedback spiking neural network equalizer for an IM/DD optical channel.

This repo provides the codebase and results for [1]

[1] A. von Bank, E. Edelmann and L. Schmalen, "Spiking neural network decision feedback equalization for IM/DD systems," Proc. Advanced Photonic Congress: Signal Processing in Photonic Communications (SPPCom), Busan, South Korea, Jul. 2023, https://arxiv.org/abs/2304.14152


This work has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (grant agreement No. 101001899). Parts of this work were carried out in the framework of the CELTIC-NEXT project AI-NET-ANTILLAS (C2019/3-3) funded by the German Federal Ministry of Education and Research (BMBF) (grant agreement 16KIS1316).

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