Optica Open
Browse

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

Download (5.58 kB)
preprint
posted on 2025-03-07, 17:01 authored by Amin Shafiee, Febin Sunny, Sudeep Pasricha, Mahdi Nikdast
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.

History

Related Materials

Disclaimer

This arXiv metadata record was not reviewed or approved by, nor does it necessarily express or reflect the policies or opinions of, arXiv.

Usage metrics

    Licence

    Exports

    RefWorks
    BibTeX
    Ref. manager
    Endnote
    DataCite
    NLM
    DC