Computational Neurogenetic Modeling

• Main Authors: Benuskova, Lubica (Author), Kasabov, Nikola (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Boston, MA : Springer US, 2007.
• Series: Topics in Biomedical Engineering. International Book Series
• Subjects: Engineering.; Human genetics.; Neurosciences.; Computers.; Bioinformatics.; Biomedical engineering.; Biomedical Engineering.; Computational Biology/Bioinformatics.; Human Genetics.; Information Systems and Communication Service.

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...

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.