Trainability analysis of a Hopfield neural network based on interacting basins of attraction

A Hopfield neural network is analysed in order to determine the types of its equilibrium points. Equilibrium points are considered as the intersection of two curves and the slope of these curves are utilised as criteria on the type of the singularities.<
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