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• W3032975493 abstract "The Lyapunov spectrum of recurrent neural networks is calculated and analytical approximations through random matrix theory are provided. The dependency of attractor dimensions and entropy rates on coupling strength and input fluctuations is identified and a point symmetry of the Lyapunov spectrum is revealed. A link is shown between Lyapunov exponents to error propagation and stability in trained recurrent networks for machine-learning applications." @default.
• W3032975493 created "2020-06-12" @default.
• W3032975493 creator A5042474404 @default.
• W3032975493 creator A5071892166 @default.
• W3032975493 creator A5079185098 @default.
• W3032975493 date "2023-10-16" @default.
• W3032975493 modified "2023-10-17" @default.
• W3032975493 title "Lyapunov spectra of chaotic recurrent neural networks" @default.
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