An application of Lyapunov's method for the analysis of neural networks

DOI10.1016/0377-0427(94)90318-2zbMath0805.93049OpenAlexW2053549665MaRDI QIDQ1334784

M. Loccufier, E. J. L. Noldus

Publication date: 22 September 1994

Published in: Journal of Computational and Applied Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0377-0427(94)90318-2

zbMATH Keywords

Lyapunov functionneural networks

Mathematics Subject Classification ID

Nonlinear systems in control theory (93C10) Lyapunov and storage functions (93D30)

Cites Work

• Dynamics of learning in linear feature-discovery networks
• Absolute stability of global pattern formation and parallel memory storage by competitive neural networks
• Neurons with graded response have collective computational properties like those of two-state neurons.
• The computation of stability regions for systems with many singular points
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