Introduction to Neural and Cognitive Modeling


Introduction to Neural and Cognitive Modeling

Description

This text reviews the major theories of the mechanistic organization of cognitive functions -- learning, perception, categorization, motor control and decision making. An excellent introduction to neural networks, it integrates insights from neurobiology, psychology, computer science, and mathematics, making it particularly suitable for those with backgrounds in any of these fields. The history of neural networks and some of their major organizing principles are outlined here, as is the development of cognitive functions -- from the simple to the complex. Computer simulation exercises are also included, some of which implement known models, while others ask students to design networks.


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Details

Author(s)
Daniel S. Levine
Format
Paperback | 456 pages
Dimensions
152 x 229 x 31.75mm | 725.75g
Publication date
01 Sep 1991
Publisher
Taylor & Francis Inc
Imprint
Psychology Press
Publication City/Country
Philadelphia, United States
Language
English
ISBN10
0805802681
ISBN13
9780805802689