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A theoretical study of the dynamics of higher-order continuous Hopfield networks (in the Abe formulation), classifying fixed points as interior vs. vertices, proving that interior equilibria are saddle points, and outlining a procedure to determine basins of attraction of stable vertices — with detailed calculations for a two-neuron network.
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Publisher: Springer
Publishing Year: 2003
ISBN: 978-3-540-40210-7
Pages: 350-357