DocumentCode
1797451
Title
Intelligent immune responses with distributed memory structure inspired by antibody dynamics
Author
Chung-Ming Ou ; Chung-Jen Ou
Author_Institution
Dept. of Inf. Manage., Kainan Univ., Luchu, Taiwan
Volume
1
fYear
2014
fDate
13-16 July 2014
Firstpage
420
Lastpage
427
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.
Keywords
content-addressable storage; matrix algebra; E-stability; antibody chain; antibody dynamics; associative memory; closed idiotypic immune networks; cross correlation matrix; cross-reactive immune responses; distributed memory structure; dynamic system; dynamical systems; immune memory mechanism; intelligent immune responses; intelligent responses; mutated antigens; network dynamics; network structure; stored antigenic attributes; Abstracts; Robustness; Antibody dynamics; Associative immune memory; Cross-correlated matrix; Idiotypic immune network; Intelligent immune response;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2014 International Conference on
Conference_Location
Lanzhou
ISSN
2160-133X
Print_ISBN
978-1-4799-4216-9
Type
conf
DOI
10.1109/ICMLC.2014.7009152
Filename
7009152
Link To Document