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
Link To Document