The fuzzy associative memory of max-min fuzzy neural network with threshold
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-l, Y-l),...,(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 conclusions. (C) 1999 Elsevier Science B.V. All rights reserved.
fuzzy associative memory max-min fuzzy neural network threshold fam space