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  • © 2007

Computational Neurogenetic Modeling

  • Includes a foreword by series editor Bin He, an IEEE Fellow and the IEEE's Engineering in Medicine and Biology Society's 2004 Neural Engineering Chair

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Table of contents (10 chapters)

  1. Front Matter

    Pages I-XII
  2. Computational Neurogenetic Modeling (CNGM): A Brief Introduction

    • Lubica Benuskova, Nikola Kasabov
    Pages 1-16
  3. Organization and Functions of the Brain

    • Lubica Benuskova, Nikola Kasabov
    Pages 17-51
  4. Neuro-Information Processing in the Brain

    • Lubica Benuskova, Nikola Kasabov
    Pages 53-80
  5. Artificial Neural Networks (ANN)

    • Lubica Benuskova, Nikola Kasabov
    Pages 81-106
  6. Evolving Connectionist Systems (ECOS)

    • Lubica Benuskova, Nikola Kasabov
    Pages 107-126
  7. Evolutionary Computation for Model and Feature Optimization

    • Lubica Benuskova, Nikola Kasabov
    Pages 127-136
  8. CNGM as Integration of GPRN, ANN and Evolving Processes

    • Lubica Benuskova, Nikola Kasabov
    Pages 155-176
  9. Application of CNGM to Learning and Memory

    • Lubica Benuskova, Nikola Kasabov
    Pages 177-203
  10. Applications of CNGM and Future Development

    • Lubica Benuskova, Nikola Kasabov
    Pages 205-236
  11. Back Matter

    Pages 237-290

About this book

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.

Authors and Affiliations

  • Knowledge Engineering and Discovery Research Institute, AUT, Auckland, New Zealand

    Lubica Benuskova, Nikola Kasabov

Bibliographic Information

Buy it now

Buying options

eBook USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access