Introduction to Neural and Cognitive Modeling is popular PDF and ePub book, written by Daniel S. Levine in 2000-02, it is a fantastic choice for those who relish reading online the Psychology genre. Let's immerse ourselves in this engaging Psychology book by exploring the summary and details provided below. Remember, Introduction to Neural and Cognitive Modeling can be Read Online from any device for your convenience.
Introduction to Neural and Cognitive Modeling Book PDF Summary
This thoroughly, thoughtfully revised edition of a very successful textbook makes the principles and the details of neural network modeling accessible to cognitive scientists of all varieties as well as to others interested in these models. Research since the publication of the first edition has been systematically incorporated into a framework of proven pedagogical value. Features of the second edition include: * A new section on spatiotemporal pattern processing * Coverage of ARTMAP networks (the supervised version of adaptive resonance networks) and recurrent back-propagation networks * A vastly expanded section on models of specific brain areas, such as the cerebellum, hippocampus, basal ganglia, and visual and motor cortex * Up-to-date coverage of applications of neural networks in areas such as combinatorial optimization and knowledge representation As in the first edition, the text includes extensive introductions to neuroscience and to differential and difference equations as appendices for students without the requisite background in these areas. As graphically revealed in the flowchart in the front of the book, the text begins with simpler processes and builds up to more complex multilevel functional systems. For more information visit the author's personal Web site at www.uta.edu/psychology/faculty/levine/
Detail Book of Introduction to Neural and Cognitive Modeling PDF
- Author : Daniel S. Levine
- Release : 01 February 2000
- Publisher : Psychology Press
- ISBN : 9781135692254
- Genre : Psychology
- Total Page : 512 pages
- Language : English
- PDF File Size : 17,9 Mb
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