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
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;
Conference_Titel :
Communications (ICC), 2015 IEEE International Conference on
Conference_Location :
London, United Kingdom
DOI :
10.1109/ICC.2015.7248476