Neural Network Models of Cognition
eBook - ePub

Neural Network Models of Cognition

Biobehavioral Foundations

  1. 585 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Neural Network Models of Cognition

Biobehavioral Foundations

About this book

This internationally authored volume presents major findings, concepts, and methods of behavioral neuroscience coordinated with their simulation via neural networks. A central theme is that biobehaviorally constrained simulations provide a rigorous means to explore the implications of relatively simple processes for the understanding of cognition (complex behavior). Neural networks are held to serve the same function for behavioral neuroscience as population genetics for evolutionary science. The volume is divided into six sections, each of which includes both experimental and simulation research: (1) neurodevelopment and genetic algorithms, (2) synaptic plasticity (LTP), (3) sensory/hippocampal systems, (4) motor systems, (5) plasticity in large neural systems (reinforcement learning), and (6) neural imaging and language. The volume also includes an integrated reference section and a comprehensive index.

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Yes, you can access Neural Network Models of Cognition by J.W. Donahoe,V.P. Dorsel in PDF and/or ePUB format, as well as other popular books in Informatica & Reti neurali. We have over one million books available in our catalogue for you to explore.

Information

Publisher
North Holland
Year
1997
Print ISBN
9780444819314

Table of contents

  1. Cover image
  2. Title page
  3. Table of Contents
  4. Copyright page
  5. Acknowledgments
  6. List of Contributors
  7. Chapter 1: The necessity of Neural Networks
  8. Part one: Network architecture and neuroanatomy
  9. Part two: Neural plasticity
  10. Part three: Perceiving
  11. Part four: Behaving
  12. Part five: Reinforcement learning
  13. Part six: Complex behavior-language
  14. References
  15. Index