title: On stability of recurrent neural networks--an approach from volterra integro-differential equations.
abstract: The uniform asymptotic stability of recurrent neural networks (RNNs) with distributed delay is analyzed by comparing RNNs to linear Volterra integro-differential systems under Lipschitz continuity of activation functions. The stability criteria obtained have unified and extended many existing results on RNNs.
authors.forename: Pingzhou
authors.initials: P
authors.lastname: Liu
authors.forename: Qing-Long
authors.initials: QL
authors.lastname: Han