Introduction to Neural and Cognitive Modeling

"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.