|Author:||E. Domany,J. L. Van Hemmen,K. Schulten|
|Title:||Models of Neural Networks (Physics of Neural Networks)|
|Format:||doc azw lrf rtf|
|ePUB size:||1295 kb|
|FB2 size:||1141 kb|
|DJVU size:||1397 kb|
|Publisher:||Springer Verlag (May 1, 1991)|
Издательство Springer, 1995, -371 pp. The first volume of the Physics of Neural Networks series. This book offers a multifaceted presentation of several main issues in the theory of neural networks that have recently witnessed considerable progress: statistics and dynamics of Hopfield-type nets with symmetric and asymmetric couplings, learning algorithms, temporal association, structured data (software), and structured nets (hardware). We consider these issues in turn.
idvisory Board: H. Axelrad R. Eckmiller r. A. Hertz r. J. Hopfield P. I. M. Johannesma P. Peretto D. Sherrington M. Virasoro. Springer Berlin Heidelberg New York Barcelona Budapest Hong Kong London Milan Paris Santa Clara Singapore Tokyo. omany 1L. van Hemmen K. Schulten. A steady demand for Volume 1 of our series Models of Neural Networks has invited us to provide a revision after the corrected 2nd printing of 1992 went out of stock last year. 1 has been expanded so as to include a full treatment of graded-response (analog) neurons.
Physics o[ Neural Networks. Advisory Board: H. Eckmiller . Hertz J. Hopfield . Sherrington . E. Domany I L. Schulten (Ed. Models of Neural Networks. This book offers a multifaceted presentation of several main issues in the theory of neural networks that have recently witnessed considerable progress: statistics and dynamies of Hopfield-type nets with symmetrie and asymmetrie couplings, learning algorithms, temporal assoeiation, structured data (software), and struc-tured nets (hardware). In their essay Layered Neural Networks, Domany and Meir present an in-depth analysis. Several promising developments in the theory of neural networks, in partic-ular the idea of abstractly analyzing a task in the space of interactions, were initiated by the late Elizabeth Gardner.
One of the most challenging and fascinating problems of the theory of neural nets is that of asymptotic behavior. ISBN-13: 978-0387943688. The 13-digit and 10-digit formats both work.
Models of Neural Networks III: Association, Generalization, and Representation E. Domany, IL. van Hemmen, K. Models of Neural Networks IV: Early Vision and Attention IL. van Hemmen, ID. Cowan, E. Domany (Ed. Neural Networks: An Introduction B. Muller, J. Reinhart. Leo van Hemmen Jack D. Cowan Eytan Domany (Ed. Models of Neural Networks IV Early Vision and Attention.
Domany, J. L. Of all published articles, the following were the most read within the past 12 months. Rethinking the Theoretical Foundation of Sociobiology. Wilson et al. A Symbiotic View of Life: We Have Never Been Individuals.
Springer Science+ Business Media, LLC. Advisory Board: l A. Hertz U. Physics of Neural Networks Models of Neural Networks E. Domany, . Models ofNeural Networks II: Temporal Aspects of Coding and Information Processing in Biological Systems E. Models of Neural Networks III: Association, Generalization, and Representation E. Reinhart
Physics of Neural Networks. Hemmen, . Titles in this series. Temporal Aspects of Coding and Information Processing in Biological Systems. Series: Physics of Neural Networks. Domany, Eytan, Hemmen, J. Leo van, Schulten, Klaus (Ed. 1994. 1996.