LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search
Fuente:
arXiv
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866916644498964480 |
|---|---|
| author | Shafiee, Amin Sunny, Febin Pasricha, Sudeep Nikdast, Mahdi |
| author_facet | Shafiee, Amin Sunny, Febin Pasricha, Sudeep Nikdast, Mahdi |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_03731 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search Shafiee, Amin Sunny, Febin Pasricha, Sudeep Nikdast, Mahdi Optics Emerging Technologies 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. |
| title | LuxNAS: A Coherent Photonic Neural Network Powered by Neural Architecture Search |
| topic | Optics Emerging Technologies |
| url | https://arxiv.org/abs/2503.03731 |