Summary
International Symposium on Nonlinear Theory and its Applications
2009
Session Number:B2L-D
Session:
Number:B2L-D4
Chaotic Complex-Valued Bidirectional Associative Memory ? One-to-Many Association Ability ?
Yuichi YANO, Yuko OSANA,
pp.-
Publication Date:2009/10/18
Online ISSN:2188-5079
Summary:
In this paper, we propose a Chaotic Complex-valued Bidirectional Associative Memory (CCBAM) which can realize one-to-many associations of multi-valued patterns. The proposed model is based on the Bidirectional Associative Memory, and is composed of complex-valued neurons and chaotic complex-valued neurons. In the proposed model, associations of multi-valued patterns are realized by using complex-valued neurons, and one-to-many associations are realized by using chaotic complex-valued neurons. We carried out a series of computer experiments and confirmed that the proposed model can realize one-to-many associations of multi-valued patterns.