Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems. - Allen G. Hart; James L. Hook; Jonathan H. P. Dawes (CoRR, 2020)

Embedding and approximation theorems for echo state networks. - Allen G. Hart; James L. Hook; Jonathan H. P. Dawes (Neural Networks, 2020)

Echo State Networks for Reinforcement Learning. - Allen G. Hart; Kevin R. Olding; A. M. G. Cox; Olga Isupova; Jonathan H. P. Dawes (CoRR, 2021)