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Discrete-time convergence theory and updating rules for neural networks with energy functions

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We present convergence theorems for neural networks with arbitrary energy functions and discrete-time dynamics for both discrete and continuous neuronal input-output-functions. We discuss systematically how the neuronal updating rule should be extracted once a... ...