TitleModels of Neural Networks I
Author(s)Domany, Eytan;Hemmen, J.Leo van;Schulten, Klaus
PublicationBerlin, Heidelberg, Springer Berlin Heidelberg, 1995.
DescriptionXVIII, 355 p. 3 illus. in color : online resource
Abstract NoteThis collection of articles responds to the urgent need for timely and comprehensive reviews in a multidisciplinary, rapidly developing field of research. The book starts out with an extensive introduction to the ideas used in the subsequent chapters, which are all centered around the theme of collective phenomena in neural netwerks: dynamics and storage capacity of networks of formal neurons with symmetric or asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware). The style and level of this book make it particularly useful for advanced students and researchers looking for an accessible survey of today's theory of neural networks
ISBN,Price9783642798146
Keyword(s)1. Biological and Medical Physics, Biophysics 2. BIOLOGICAL PHYSICS 3. BIOPHYSICS 4. COMPLEX SYSTEMS 5. DYNAMICAL SYSTEMS 6. EBOOK 7. EBOOK - SPRINGER 8. Neurosciences 9. PATTERN RECOGNITION 10. STATISTICAL PHYSICS 11. Statistical Physics and Dynamical Systems
Item TypeeBook
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Accession#  Call#StatusIssued ToReturn Due On Physical Location
I02704     On Shelf