Title :
Choice of initial bias in max-min fuzzy neural networks
Author :
Yang, Jie ; Li, Long ; Yan Liu ; Wang, Jing ; Wu, Wei
Author_Institution :
Sch. of Math. Sci., Dalian Univ. of Technol., Dalian, China
Abstract :
From a probabilistic point of view, this paper deduces an optimal initial value of the bias for max-min fuzzy neural network with n input neurons, which converges to 1 as n increases. Supporting numerical experiments are provided.
Keywords :
fuzzy neural nets; probability; initial bias; input neurons; max-min fuzzy neural networks; probability; Fuzzy neural networks;
Conference_Titel :
Neural Networks (IJCNN), The 2010 International Joint Conference on
Conference_Location :
Barcelona
Print_ISBN :
978-1-4244-6916-1
DOI :
10.1109/IJCNN.2010.5596744
