The fuzzy associative memory of max-min fuzzy neural network with threshold

摘要

In this paper, we introduce the max-min fuzzy neural network with threshold which generalizes the fuzzy neural network models in [1,4-6,8,10] and show that the storage capacity of the two-layer max-min fuzzy neural network is identical with one of the max-min fuzzy neural network with hidden layers. For given fuzzy pattern pairs (X_1, Y_1),...,(X_p, Y_p), we obtain an equivalent condition which the family of given fuzzy pattern pairs can be stored in the fuzzy neural network. Finally, we give a example to demonstrate our concussions.