DocumentCode
328405
Title
Plastic flow of synapse conductivity distribution and learning mechanism in hierarchical neural network
Author
Takase, M. I tsuo
Author_Institution
1-7-10-101 Kouenji-minami Suginami-ku Tokyo 166, Japan
Volume
3
fYear
1993
fDate
25-29 Oct. 1993
Firstpage
2544
Abstract
Both the Hebb rule and the role of inhibitory cells cause the plastic flow of synapse conductivity distribution. In this flow there is a character to minimize the memory size for the memorization of a given number of patterns. This is very important for obtaining a high intelligence level and to make a knowledge structure.
Keywords
Hebbian learning; neural nets; plastic flow; Hebb rule; hierarchical neural network; high intelligence level; inhibitory cells; learning mechanism; memory size; plastic flow; synapse conductivity distribution; Conductivity; Equations; Intelligent networks; Intelligent structures; Learning systems; Neural networks; Plastics; State feedback;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN
0-7803-1421-2
Type
conf
DOI
10.1109/IJCNN.1993.714243
Filename
714243
Link To Document