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Intelligent immune responses with distributed memory structure inspired by antibody dynamics

Authors :
Chung-Ming Ou
Chung-Jen Ou
Source :
ICMLC
Publication Year :
2014
Publisher :
IEEE, 2014.

Abstract

Intelligent responses of immune systems to the mutated antigens are owing to the memory recalls of the stored antigenic attributes by closed idiotypic immune networks. A dynamic system based on antibody chains is proposed which explains how the memory state is formed in the immune network. Moreover, associative memory can be explored by network dynamics of cross correlation matrix determined by antibody chain. Immune memory mechanism combining network structure and dynamical systems is studied. The concept of E-stability is contributed to analyze the robustness of cross-reactive immune responses.

Details

Database :
OpenAIRE
Journal :
2014 International Conference on Machine Learning and Cybernetics
Accession number :
edsair.doi...........ede252f4c80ac8ecf537fafc834b175a
Full Text :
https://doi.org/10.1109/icmlc.2014.7009152