# Towards Efficient Neuro-Symbolic AI: From Workload Characterization to Hardware Architecture

> Research article (IEEE transactions on circuits and systems for artificial intelligence., 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4402592760](https://www.wikidata.org/wiki/openalex:W4402592760)  
**Source**: https://4ort.xyz/entity/towards-efficient-neuro-symbolic-ai-from-workload-characterization-to-hardware-architecture