# Excitation Conditions for Uniform Exponential Stability of the Cooperative Gradient Algorithm Over Weakly Connected Digraphs

> Research article (IEEE Control Systems Letters, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W3120379958](https://www.wikidata.org/wiki/openalex:W3120379958)  
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