# An Overview of Sparsity Exploitation in CNNs for On-Device Intelligence With Software-Hardware Cross-Layer Optimizations

> Research article (IEEE Journal on Emerging and Selected Topics in Circuits and Systems, 2021) · cited 23× · AI/ML

**Wikidata**: [openalex:W3205734594](https://www.wikidata.org/wiki/openalex:W3205734594)  
**Source**: https://4ort.xyz/entity/an-overview-of-sparsity-exploitation-in-cnns-for-on-device-intelligence-with-software-hardware-cross-layer-optimizations