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Analysis of cortical connectivity using Hopfield neural network

โœ Scribed by S. Dixit; K. Mosier


Book ID
113813823
Publisher
Elsevier Science
Year
2004
Tongue
English
Weight
232 KB
Volume
58-60
Category
Article
ISSN
0925-2312

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Global stability analysis in hopfield ne
โœ Jiye Zhang ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 399 KB

In this paper, one approach is employed to investigate the existence and uniqueness of the equilibrium and the global attrsctivity of Hopfield neural network models. Without assuming the boundedness, monotonicity, and differentiability of the activation functions, by using M-matrix theory, Liapunov