Computational Neurogenetic Modeling

Computational Neurogenetic Modeling Integrating Bioinformatics and Neuroscience Data, Information and Knowledge via Computational Intelligence Lubica Benuskova and Nikola Kasabov With the presence of a great amount of both brain and gene data related to brain functions and diseases, it is required t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Benuskova, Lubica (Autor), Kasabov, Nikola K. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer US : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Topics in Biomedical Engineering. International Book Series
Temas:
Biomedical engineering.
Bioinformatics.
Neurosciences.
Medical genetics.
Computer networks .
Biomedical Engineering and Bioengineering.
Computational and Systems Biology.
Neuroscience.
Medical Genetics.
Computer Communication Networks.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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