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Joint optimization of an IM/DD SNN equalizer and it's spike encoding

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OptiSpike

Joint optimization of an IM/DD SNN equalizer and it's spike encoding

This repo provides the codebase and results for [1]

[1] Alexander von Bank, Eike-Manuel Edelmann and Laurent Schmalen, "Energy-efficient spiking neural network equalization for IM/DD systems with optimized neural encoding," Proc. Opt. Fiber Commun. Conf. (OFC), San Diego, CA, USA, Mar. 2024, https://arxiv.org/abs/2312.12909


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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