Multimodule associative memory for many-to-many associations

A multimodule associative memory for many-to-many associations (MMA)/sup 2/ is proposed. The features of the proposed (MMA)/sup 2/ are: 1) it can memorize and recall not only many-to-many associations but also the context and union associations; 2) it can guarantee the recall of all training data; and 3) it has high storage capacity.

[1]  Yuzo Hirai,et al.  Mutually linked HASPs: A solution for constraint-satisfaction problems by associative processing , 1985, IEEE Transactions on Systems, Man, and Cybernetics.

[2]  BART KOSKO,et al.  Bidirectional associative memories , 1988, IEEE Trans. Syst. Man Cybern..

[3]  Masao Nakagawa,et al.  Quick learning for bidirectional associative memory , 1994 .

[4]  Heekuck Oh,et al.  Adaptation of the relaxation method for learning in bidirectional associative memory , 1994, IEEE Trans. Neural Networks.

[5]  R. Palmer,et al.  Introduction to the theory of neural computation , 1994, The advanced book program.

[6]  Yuzo Hirai,et al.  Psychological validity of a model of human associative processor (hasp) , 1988, Systems and Computers in Japan.

[7]  Masafumi Hagiwara Multidirectional associative memory , 1990 .

[8]  Kaoru Nakano,et al.  Associatron-A Model of Associative Memory , 1972, IEEE Trans. Syst. Man Cybern..

[9]  Masao Nakagawa,et al.  Episodic associative memory , 1994, Proceedings of 1994 IEEE International Conference on Neural Networks (ICNN'94).

[10]  Yuichiro Anzai,et al.  Multimodule Neural Network for Associative Memory , 1992 .

[11]  Yuzo Hirai A model of human associative processor (HASP) , 1983, IEEE Transactions on Systems, Man, and Cybernetics.

[12]  Masafumi Hagiwara,et al.  Knowledge processing system using multidirectional associative memory , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

[13]  Masafumi Hagiwara,et al.  Quick learning for multidirectional associative memories , 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

[14]  Masao Nakagawa,et al.  Improved multidirectional associative memories for training sets including common terms , 1992, [Proceedings 1992] IJCNN International Joint Conference on Neural Networks.