Introduction to Neural and Cognitive Modeling (2nd Edition)
Edition: 2 edition
Publisher: Lawrence Erlbaum
Published: February 1, 2000
Language: eng
Format: Hardcover
Number of pages: 512
ISBN-13: 9780805820058
Subjects: Cognition & cognitive psychology; Cognitive theory; Neurosciences; Psychological methodology; Psychology; Neural networks (Computer scie; Neural Computing; Neurophysiology; Computers; Neuropsychology; Computer Books: General; Neural networks (Computer science); Cognitive Psychology; Psychology & Psychiatry / Cognitive Psychology; Life Sciences - Human Anatomy & Physiology; Neural Networks; Neural networks (Neurobiology)
First sentence: The 1980s and 1990s have witnessed a major intellectual revolution.
Description: "This thoroughly and thoughtfully revised edition makes the principles and the details of neural network modeling accessible to cognitive scientists of all varieties as well as other scholars interested in these models.".

"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; and up-to-date coverage of applications of neural networks in areas such as combinational optimization and knowledge representation."--BOOK JACKET.