Some Mathematical Problems of Neural Networks Theory
M. Shcherbina
Ukrainian Academy of Sciences, Kharkov, Ukraine
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Abstract
We discuss some problems of the dynamics of neural networks, in particular, the rigorous results on the critical capacity of the Hopfield model, the cavity method for spin glass and the rigorous solution of the Gardner problem.