Convergence Analysis for Nonsmooth Minimax Neural Networks
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Abstract:
This paper investigates the minimax problem of a non differentiable saddle functional,and constructs a nonsmooth neural network to search for the saddle point of a saddle functional.Under suitable conditions the convergence and stability of the network are discussed,using Lyapunov theory.