Research on a General Fuzzy Hopfield Neural Networks Based on Weakly Continuous T-norms
Yan Shang-an · Journal of Logistical Engineering University · 2009
A general dynamical fuzzy neural networks model-Fuzzy Hopfield neural networks is developed based on fuzzy operator composition of max (∨) and weakly continuous T-norms.It is shown that the model is of global stability with Hamming distance,while its equilibrium point (attractor) is of Lyapunov stability.At last,an efficient learning algorithm is proposed.