Title :
Knowledge restructuring in fuzzy TAM network
Author :
Hayashi, Isao ; Williamson, James R.
Author_Institution :
Hannan Univ., Osaka, Japan
Abstract :
A TAM network (topographic attentive mapping network) is a biologically-motivated neural network. With the pruning algorithm, fuzzy rules are acquired from the TAM network structure. In the paper, the restructuring algorithm of fuzzy rules is discussed and the usefulness of the algorithm is illustrated.
Keywords :
fuzzy neural nets; learning (artificial intelligence); neural net architecture; biologically-motivated neural network; fuzzy TAM network; knowledge restructuring; topographic attentive mapping network; Brain modeling; Fuzzy systems; Glass; Humans; Intelligent networks; Knowledge representation; Learning systems; Neural networks; Retina; Shape;
Conference_Titel :
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN :
981-04-7524-1
DOI :
10.1109/ICONIP.2002.1198951
