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This 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. …mehr

Produktbeschreibung
This 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.
  • Produktdetails
  • Topics in Biomedical Engineering. International Book Series
  • Verlag: Springer, Berlin
  • Softcover reprint of hardcover 1st ed. 2007
  • Seitenzahl: 312
  • Erscheinungstermin: 19. November 2010
  • Englisch
  • Abmessung: 235mm x 155mm x 16mm
  • Gewicht: 463g
  • ISBN-13: 9781441943019
  • ISBN-10: 1441943013
  • Artikelnr.: 32110217
Inhaltsangabe
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.