Jonathan H. P. Dawes

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 3

Top Topics

Reinforcement Learning

Nonlinear Dynamical Systems

Echo State Networks

Error Tolerance

Top Venues

SIAM J. Appl. Dyn. Syst.

Neural Networks

Publications

Allen G. Hart, Kevin R. Olding, A. M. G. Cox, Olga Isupova, Jonathan H. P. Dawes
Echo State Networks for Reinforcement Learning. CoRR (2021)
Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems. CoRR (2020)
Allen G. Hart, James L. Hook, Jonathan H. P. Dawes
Embedding and approximation theorems for echo state networks. Neural Networks 128 (2020)
John Burke, Jonathan H. P. Dawes
Localized States in an Extended Swift-Hohenberg Equation. SIAM J. Appl. Dyn. Syst. 11 (1) (2012)
Jonathan H. P. Dawes, S. Lilley
Localized States in a Model of Pattern Formation in a Vertically Vibrated Layer. SIAM J. Appl. Dyn. Syst. 9 (1) (2010)
Jonathan H. P. Dawes
Modulated and Localized States in a Finite Domain. SIAM J. Appl. Dyn. Syst. 8 (3) (2009)
Jonathan H. P. Dawes
Localized Pattern Formation with a Large-Scale Mode: Slanted Snaking. SIAM J. Appl. Dyn. Syst. 7 (1) (2008)