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
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;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2014 International Conference on
Conference_Location :
Lanzhou
Print_ISBN :
978-1-4799-4216-9
DOI :
10.1109/ICMLC.2014.7009152