Rigorous Results on the Hopfield Model of Neural Networks

nuloVile review some recent rigorous results in the theory of neural networks, and in particular on the thermodynamic properties of the Hopfield model. In this context, the model is treated as a Cllrie-Weiss model with random interact, ions and large deviation t,echniques are applied, The tractability of the random interactions depends strongly on how the number, M. of stored patterns scales with the size N. of the system