# SoC-Based Implementation of 1-D Convolutional Neural Network for 3-Channel ECG Arrhythmia Classification via HLS4ML

> Research article (IEEE Embedded Systems Letters, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4390872854](https://www.wikidata.org/wiki/openalex:W4390872854)  
**Source**: https://4ort.xyz/entity/soc-based-implementation-of-1-d-convolutional-neural-network-for-3-channel-ecg-arrhythmia-classification-via-hls4ml