Lubica Benuskova,
Nikola K. Kasabov
Springer US
2007e druk, 2007
9780387483535
Computational Neurogenetic Modeling
Specificaties
Gebonden, 290 blz.
|
Engels
Springer US |
2007e druk, 2007
ISBN13: 9780387483535
Rubricering
Onderdeel van serie
Topics in Biomedical Engineering. International Book Series
Levertijd ongeveer 8 werkdagen
Samenvatting
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.
Specificaties
ISBN13:9780387483535
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:290
Uitgever:Springer US
Druk:2007
Inhoudsopgave
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.