Stability Analysis of Fuzzy Hopfield Networks Based on Weakly Continuous T-Norms

摘要

A general dynamical fuzzy neural networks modelfuzzy Hopfield networks with threshold is developed, which is based on the fuzzy operator composition of max( ) and weakly continuous T-norms. It is shown that the model is global stable with the Hamming distance, and its equilibrium point (attractor) is Lyapunov stable.