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Optical Neural Networks: The 3D connection

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arxiv 2008.12605 v1 pith:GS372PT2 submitted 2020-08-28 cs.ET

Optical Neural Networks: The 3D connection

classification cs.ET
keywords networksneuralphotonicadditiveadvancesarchitectureaugmentbelieve
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We motivate a new canonical strategy for integrating photonic neural networks (NNs) by leveraging 3D printing. Our believe is that a NN's parallel and dense connectivity is not scalable without 3D integration. 3D additive fabrication complemented with photonic signal transduction can dramatically augment the current capabilities of 2D CMOS and integrated photonics. Here we review some of our recent advances made towards such a breakthrough architecture.

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