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Jonathan H. P. Dawes

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Journal Articles

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2020
[j5]
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  - journals/nn/HartHD20
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Allen G. Hart, James L. Hook, Jonathan H. P. Dawes:
Embedding and approximation theorems for echo state networks. Neural Networks 128: 234-247 (2020)
2012
[j4]
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  - journals/siamads/BurkeD12
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John Burke, Jonathan H. P. Dawes:
Localized States in an Extended Swift-Hohenberg Equation. SIAM J. Appl. Dyn. Syst. 11(1): 261-284 (2012)
2010
[j3]
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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): 238-260 (2010)
2009
[j2]
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Jonathan H. P. Dawes:
Modulated and Localized States in a Finite Domain. SIAM J. Appl. Dyn. Syst. 8(3): 909-930 (2009)
2008
[j1]
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Jonathan H. P. Dawes:
Localized Pattern Formation with a Large-Scale Mode: Slanted Snaking. SIAM J. Appl. Dyn. Syst. 7(1): 186-206 (2008)

Informal and Other Publications

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2021
[i2]
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  - journals/corr/abs-2102-06258
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Allen G. Hart, Kevin R. Olding, A. M. G. Cox, Olga Isupova, Jonathan H. P. Dawes:
Echo State Networks for Reinforcement Learning. CoRR abs/2102.06258 (2021)
2020
[i1]
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  - journals/corr/abs-2005-06967
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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 abs/2005.06967 (2020)

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