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Computational neurogenetic modeling /

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Bibliographic Details
Main Author: Beňušková, L̕. (L̕ubica), 1958-
Other Authors: Kasabov, Nikola K.
Format: Book
Language:English
Published: New York : Springer, [2007]
Series:Topics in biomedical engineering international book series.
Subjects:
Neurogenetics > Mathematical models.
Neurogenetics > Computer simulation.
Computational neuroscience.
Neural networks (Computer science)
Neural networks (Neurobiology)
Nervous System > genetics.
Models, Genetic.
Computer Simulation.
Table of Contents:
  • 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
  • Appendix 1
  • Appendix 2
  • Appendix 3