Computational Neurogenetic Modeling

AvLubica Benuskova,Nikola K. Kasabov

Inbunden, Engelska, 2007

Del i serien Topics in Biomedical Engineering. International Book Series

1 638 kr

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1 687 kr

Beskrivning

Computational Neurogenetic Modeling is a student text, introducing the scope and problems of a new scientific discipline - Computational Neurogenetic Modeling (CNGM). CNGM is concerned with the study and development of dynamic neuronal models for modeling brain functions with respect to genes and dynamic interactions between genes. These include neural network models and their integration with gene network models. This new area brings together knowledge from various scientific disciplines, such as computer and information science, neuroscience and cognitive science, genetics and molecular biology, as well as engineering.

Produktinformation

Utgivningsdatum:2007-05-03
Mått:155 x 235 x 24 mm
Vikt:699 g
Format:Inbunden
Språk:Engelska
Serie:Topics in Biomedical Engineering. International Book Series
Antal sidor:290
Upplaga:2007
Förlag:Springer-Verlag New York Inc.
ISBN:9780387483535

Utforska kategorier

Biovetenskap inom Naturvetenskap och teknik
3D-grafik och modellering inom Data och IT

Innehållsförteckning

Computational Neurogenetic Modeling (CNGM): A Brief Introduction.- Organization and Functions of the Brain.- Neuro-Information Processing in the Brain.- Artificial Neural Networks (ANN).- Evolving Connectionist Systems (ECOS).- Evolutionary Computation for Model and Feature Optimization.- Gene/Protein Interactions — Modeling Gene Regulatory Networks (GRN).- CNGM as Integration of GPRN, ANN and Evolving Processes.- Application of CNGM to Learning and Memory.- Applications of CNGM and Future Development.