• DocumentCode
    2135204
  • Title

    Multiscale modeling of biological communication

  • Author

    Ruhi, Navid Azizan ; Bogdan, Paul

  • Author_Institution
    Department of Electrical Engineering, University of Southern California, Los Angeles, 90089-2565, United States
  • fYear
    2015
  • fDate
    8-12 June 2015
  • Firstpage
    1140
  • Lastpage
    1145
  • Abstract
    To capture the nonlinear and stochastic features of biological communication, we propose a non-equilibrium statistical physics inspired model describing the information processing within a cell, communication processes among cells and behavioral population response in an interkingdom biological environment. We propose new metrics to quantify information processing and transmission at various biological scales. We highlight the need for taking the biological nonlinear dynamics into account and evaluate the newly proposed information theoretic metrics for a Vibrio fischeri population capable of producing bioluminiscence.
  • Keywords
    Biological system modeling; Mathematical model; Mutual information; Proteins; Sociology; Statistics; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications (ICC), 2015 IEEE International Conference on
  • Conference_Location
    London, United Kingdom
  • Type

    conf

  • DOI
    10.1109/ICC.2015.7248476
  • Filename
    7248476