# Neuron birth-death dynamics accelerates gradient descent and converges asymptotically

> Research article (International Conference on Machine Learning, 2019) · cited 10× · AI/ML

**Wikidata**: [openalex:W2945469382](https://www.wikidata.org/wiki/openalex:W2945469382)  
**Source**: https://4ort.xyz/entity/neuron-birth-death-dynamics-accelerates-gradient-descent-and-converges-asymptotically