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arXiv · 2503.03731

LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search

Amin Shafiee·Febin Sunny·Sudeep Pasricha·Mahdi Nikdast
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Abstract

We demonstrate a novel coherent photonic neural network using tunable phase-change-material-based couplers and neural architecture search. Compared to the MZI-based Clements network, our results indicate 85% reduction in the network footprint while maintaining the accuracy.

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Amin Shafiee, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast. 2025-03-05. LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search. https://arxiv.org/abs/2503.03731

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