# Non-Serial Quantization-Aware Deep Optics for Snapshot Hyperspectral Imaging

> Research article (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4400448388](https://www.wikidata.org/wiki/openalex:W4400448388)  
**Source**: https://4ort.xyz/entity/non-serial-quantization-aware-deep-optics-for-snapshot-hyperspectral-imaging