Summary

2007 International Symposium on Nonlinear Theory and its Applications

2007

Session Number:19PM1-B

Session:

Number:19PM1-B-3

Kohonen Feature Map Associative Memory with Area Representation for Sequential Patterns

Yuta IWAI,  Yuko OSANA,  

pp.497-500

Publication Date:2007/9/16

Online ISSN:2188-5079

DOI:10.34385/proc.41.19PM1-B-3

PDF download (339KB)

Summary:
In this paper, we propose a Kohonen feature map associative memory with area representation for sequential patterns. This model is based on the Kohonen feature map associative memory with area representation and the Kohonen feature map associative memory for temporal sequences. The proposed model can learn sequential patterns successively, and has robustness for damaged neurons. We carried out a series of computer experiments and confirmed that the e?ectiveness of the proposed model.