INTRODUCTION TO NEURAL AND COGNITIVE MODELING (2019) Daniel S. Levine

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Ebook Info

  • Published: 2019
  • Format: PDF
  • File Size: 4.95 MB
  • Authors: Daniel S. Levine

Description

Providing a thorough introduction to the field of neural networks, this edition concentrates on networks for modeling brain processes involved in cognitive and behavioral functions. Part I explores the philosophy of modeling and the field’s history, and Part II reviews recent experimental findings in cognitive neuroscience and discusses models of conditioning, categorization, vision, sequence learning, behavioral control, decision-making, reasoning, and creativity. The book includes appendices reviewing the mathematics used in network modeling and basic neuroscience.

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