Photonic reservoir computing approaches to nanoscale computation

Abstract

This material is based on work in progress. Reservoir computing, originally a training technique for recurrent neural networks, exploits the computation that naturally occurs in physical dynamical systems. Reservoir computing with integrated nanophotonics potentially offers low-power, high-bandwidth signal processing for telecommunication applications. We… (More)
DOI: 10.1145/2800795.2800827

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Cite this paper

@inproceedings{Katumba2015PhotonicRC, title={Photonic reservoir computing approaches to nanoscale computation}, author={Andrew Katumba and Peter Bienstman and Joni Dambre}, booktitle={NANOCOM}, year={2015} }