• 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