Information processing and information flow occur at many levels in the course of an organism's development and throughout its lifespan. Biological networks inside cells transmit information from their inputs (e.g. the concentrations of proteins or other signaling molecules) to their outputs (e.g. the expression levels of various genes). Moreover, cells do not exist in isolation, but they constantly interact with one another. We study the information flow in a model of interacting genetic networks, which are represented as Boolean graphs. It is observed that the information transfer among the networks is not linearly dependent on the amount of nodes that are able to influence the state of genes in surrounding cells. © 2010 Springer-Verlag.

Damiani, C., Kauffman, S., Serra, R., Villani, M., Colacci, A. (2010). Information transfer among coupled random Boolean networks. In Cellular Automata (pp.1-11). SPRINGER-VERLAG BERLIN [10.1007/978-3-642-15979-4_1].

Information transfer among coupled random Boolean networks

Damiani, C;
2010

Abstract

Information processing and information flow occur at many levels in the course of an organism's development and throughout its lifespan. Biological networks inside cells transmit information from their inputs (e.g. the concentrations of proteins or other signaling molecules) to their outputs (e.g. the expression levels of various genes). Moreover, cells do not exist in isolation, but they constantly interact with one another. We study the information flow in a model of interacting genetic networks, which are represented as Boolean graphs. It is observed that the information transfer among the networks is not linearly dependent on the amount of nodes that are able to influence the state of genes in surrounding cells. © 2010 Springer-Verlag.
slide + paper
Cellular Automata; Cellular Communication; Mutual Information; Random Boolean Networks; Transfer Entropy; Theoretical Computer Science; Computer Science (all);
English
9th International Conference on Cellular Automata for Research and Industry, ACRI 2010
2010
Bandini, S; Umeo, H; Manzoni, S; Vizzari, G
Cellular Automata
9783642159787
2010
6350
1
11
none
Damiani, C., Kauffman, S., Serra, R., Villani, M., Colacci, A. (2010). Information transfer among coupled random Boolean networks. In Cellular Automata (pp.1-11). SPRINGER-VERLAG BERLIN [10.1007/978-3-642-15979-4_1].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/187728
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