Information Processing and Biological Systems [electronic resource] / edited by Samuli Niiranen, Andre Ribeiro.

Colaborador(es): Niiranen, Samuli | [editor.] | Ribeiro, Andre | [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Intelligent Systems Reference Library; -11Descripción: X, 230 p. online resourceISBN: 9783642196218 99783642196218Tema(s): Engineering | Artificial intelligence | Engineering | Artificial Intelligence (incl. Robotics) | COMPLEXITY | PHYSICS | SYSTEMS BIOLOGY | COMPUTATIONAL INTELIGENCE | COMPUTATION BIOLOGY, BIOINFORMATICS | BIOINFORMATICS | BIOLOGICAL MODELSClasificación CDD: 006.3 Recursos en línea: ir a documento
Contenidos:
Biological Information and Natural Selection -- Swarm-based Simulations for Immunobiology -- Biological Limits of Hand Preference Learning Hiding Behind the Genes -- Stochastic Gene Expression and the Processing and Propagation of Noisy Signals in Genetic Networks -- Boolean Threshold Networks: Virtues and Limitations for Biological Modeling -- Structure-dynamics relationships in biological networks -- Large-scale statistical inference of gene regulatory networks: Local network-based measures -- Information Propagation in the Long-Term Behavior of Gene Regulatory Networks -- Natural Language and Biological Information Processing.
Resumen: Living beings require constant information processing for survival. In cells, information is being processed and propagated at various levels, from the gene regulatory network to chemical pathways, to the interaction with the environment. How this is achieved and how information is coded is still poorly understood. For example, what a cell interprets as information in the temporal level of an mRNA and what is interpreted as noise remains an open question. Recently, information theoretical methods and other tools, developed in the context of engineering and natural sciences, have been applied to study diverse biological processes. This book covers the latest findings on how information is processed in various biological processes, ranging from information processing and propagation in gene regulatory networks to information processing in natural language. An overview is presented of the state-of-the-art in information processing in biological systems and the opinion of current leaders in this research field on future research directions.
Etiquetas de esta biblioteca: No hay etiquetas de esta biblioteca para este título. Ingresar para agregar etiquetas.
    Valoración media: 0.0 (0 votos)
Tipo de ítem Ubicación actual Colección Signatura Info Vol Copia número Estado Fecha de vencimiento Código de barras Reserva de ítems
DOCUMENTOS DIGITALES DOCUMENTOS DIGITALES Biblioteca Jorge Álvarez Lleras
Digital 006.3 223 (Navegar estantería) Ej. 1 1 Disponible D000443
Total de reservas: 0

Biological Information and Natural Selection -- Swarm-based Simulations for Immunobiology -- Biological Limits of Hand Preference Learning Hiding Behind the Genes -- Stochastic Gene Expression and the Processing and Propagation of Noisy Signals in Genetic Networks -- Boolean Threshold Networks: Virtues and Limitations for Biological Modeling -- Structure-dynamics relationships in biological networks -- Large-scale statistical inference of gene regulatory networks: Local network-based measures -- Information Propagation in the Long-Term Behavior of Gene Regulatory Networks -- Natural Language and Biological Information Processing.

Living beings require constant information processing for survival. In cells, information is being processed and propagated at various levels, from the gene regulatory network to chemical pathways, to the interaction with the environment. How this is achieved and how information is coded is still poorly understood. For example, what a cell interprets as information in the temporal level of an mRNA and what is interpreted as noise remains an open question. Recently, information theoretical methods and other tools, developed in the context of engineering and natural sciences, have been applied to study diverse biological processes. This book covers the latest findings on how information is processed in various biological processes, ranging from information processing and propagation in gene regulatory networks to information processing in natural language. An overview is presented of the state-of-the-art in information processing in biological systems and the opinion of current leaders in this research field on future research directions.

No hay comentarios en este titulo.

para colocar un comentario.