DocumentCode
2618352
Title
A novel model of associative memory with biorthogonal properties
Author
Chen, Ke ; Ting, Yu ; Yan, Pingfan
Author_Institution
Dept. of Autom., Tsinghua Univ., Beijing, China
fYear
1991
fDate
18-21 Nov 1991
Firstpage
42
Abstract
A novel model of associative memory with biorthogonal properties is presented which can be viewed as an improved version of T. Kohonen´s (1977) linear model of associative memory. An iterative algorithm is developed which makes the proposed model directly usable without any limit condition. Several characteristics of the model which are very similar to biological phenomena are discussed. It is shown that the optimal value of an associative memory can always be obtained in the proposed model. Compared with Kohonen´s model, the proposed model has many characteristics closer to the human functions of memory, and can be more conveniently and unconditionally applied in any linear physical system
Keywords
content-addressable storage; neural nets; Kohonen´s model; associative memory; biorthogonal properties; content addressable storage; iterative algorithm; linear model; neural nets; Artificial intelligence; Associative memory; Computer aided analysis; History; Humans; Linear systems; Neural networks; Physiology; Psychology; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1991. 1991 IEEE International Joint Conference on
Print_ISBN
0-7803-0227-3
Type
conf
DOI
10.1109/IJCNN.1991.170379
Filename
170379
Link To Document