Title :
On inner connection of artificial neural systems
Author :
Saito, Toshimichi ; Jinno, Kenya ; Kishiro, Hiroaki
Author_Institution :
Dept. of Electr. Eng., Hosei Univ., Tokyo, Japan
Abstract :
Discusses a simplified hysteresis associative memory. The cross connection weights are bipolar or zero and other parameters are integers. Some theoretical results on guaranteed storing of all desired memories and convergence properties to each desired memory are given. A simple synthesis procedure and its efficiency are considered. Some numerical simulations suggest that the procedure exhibits much better performance than previous methods
Keywords :
content-addressable storage; convergence; neural nets; artificial neural systems; convergence properties; cross connection weights; hysteresis associative memory; inner connection; synthesis procedure; Algorithm design and analysis; Associative memory; Biological systems; Chaos; Convergence; Hysteresis; Limit-cycles; Neural networks; Numerical simulation; Piecewise linear techniques;
Conference_Titel :
Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992 IEEE International Symposium on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-0593-0
DOI :
10.1109/ISCAS.1992.230624
