Authors:Berndt Müller, Joachim Reinhardt, Michael T. Strickl
Publisher: Springer
Keywords: neural, networks, physics, introduction
Number of Pages: 330
Published: 2002-09-18
List price: $109.00
ISBN-10: 3540602070
ISBN-13: 9783540602071

Neural Networks presents concepts of neural-network models and techniques of parallel distributed processing in a three-step approach: - A brief overview of the neural structure of the brain and the history of neural-network modeling introduces to associative memory, preceptrons, feature-sensitive networks, learning strategies, and practical applications. - The second part covers subjects like statistical physics of spin glasses, the mean-field theory of the Hopfield model, and the "space of interactions" approach to the storage capacity of neural networks. - The final part discusses nine prog

Authors:Eytan Domany, J. Leo van Hemmen, Klaus Schulten,
Publisher: Springer
Keywords: neural, networks, physics, vol, representation, association, iii, models, generalization
Number of Pages: 325
Published: 1995-12-01
List price: $114.00
ISBN-10: 0387943684
ISBN-13: 9780387943688

This collection of articles by leading researchers in neural networks responds to the urgent need for timely and comprehensive reviews in a multidisciplinary, rapidly developing field of research. It continues the themes of the previous volume, but shifts its focus to more practical matters, such as data storage and retrieval, and the recognition of handwriting.

Authors:Fuliang Yin, Jun Wang, Chengan Guo,
Publisher: Springer
Keywords: neural, networks, lecture, part, notes, science, proceedings, computer, china, international, isnn, symposium, dalian, advances, august
Number of Pages: 1041
Published: 2004-10-05
List price: unknow
ISBN-10: 3540228411
ISBN-13: 9783540228417

The two volume set LNCS 3173/3174 constitutes the refereed proceedings of the International Symposium on Neural Networks, ISNN 2004, held in Dalian, China in August 2004. The 329 papers presented were carefully reviewed and selected from more than 800 submissions. The papers span the entire scope of neural computing and its applications; they are organized in 11 major topical parts on theoretical analysis; learning and optimization; support vector machines; blind source separation, independent component analysis, and principal component analysis; clustering and classification; robotics and con

Authors:Fuliang Yin, Jun Wang, Chengan Guo,
Publisher: Springer
Keywords: neural, networks, lecture, part, notes, science, proceedings, computer, china, international, isnn, symposium, dalian, advances, august
Number of Pages: 1021
Published: 2004-10-05
List price: unknow
ISBN-10: 3540228438
ISBN-13: 9783540228431

The two volume set LNCS 3173/3174 constitutes the refereed proceedings of the International Symposium on Neural Networks, ISNN 2004, held in Dalian, China in August 2004. The 329 papers presented were carefully reviewed and selected from more than 800 submissions. The papers span the entire scope of neural computing and its applications; they are organized in 11 major topical parts on theoretical analysis; learning and optimization; support vector machines; blind source separation, independent component analysis, and principal component analysis; clustering and classification; robotics and con

Authors:Fuchun Sun, Jianwei Zhang, Ying Tan, Jinde Cao, Wen Yu
Publisher: Springer
Keywords: neural, networks, lecture, part, computer, general, issues, proceedings, science, china, symposium, international, isnn, beijing, advances, september
Number of Pages: 908
Published: 2008-10-24
List price: $149.00
ISBN-10: 3540877312
ISBN-13: 9783540877318

The two volume set LNCS 5263/5264 constitutes the refereed proceedings of the 5th International Symposium on Neural Networks, ISNN 2008, held in Beijing, China in September 2008. The 192 revised papers presented were carefully reviewed and selected from a total of 522 submissions. The papers are organized in topical sections on computational neuroscience; cognitive science; mathematical modeling of neural systems; stability and nonlinear analysis; feedforward and fuzzy neural networks; probabilistic methods; supervised learning; unsupervised learning; support vector machine and kernel methods

Authors:Wen Yu, Haibo He, Nian Zhang,
Publisher: Springer
Keywords: isnn, networks, neural, computer, iii, science, issues, part, general, china, international, symposium, wuhan, advances, proceedings
Number of Pages: 1251
Published: 2009-06-18
List price: $159.95
ISBN-10: 3642015123
ISBN-13: 9783642015120

The three volume set LNCS 5551/5552/5553 constitutes the refereed proceedings of the 6th International Symposium on Neural Networks, ISNN 2009, held in Wuhan, China in May 2009. The 409 revised papers presented were carefully reviewed and selected from a total of 1.235 submissions. The papers are organized in 20 topical sections on theoretical analysis, stability, time-delay neural networks, machine learning, neural modeling, decision making systems, fuzzy systems and fuzzy neural networks, support vector machines and kernel methods, genetic algorithms, clustering and classification, pattern

Authors:Wen Yu, Haibo He, Nian Zhang,
Publisher: Springer
Keywords: isnn, networks, neural, computer, lecture, science, issues, part, general, china, international, symposium, wuhan, advances, proceedings
Number of Pages: 1213
Published: 2009-06-18
List price: $156.95
ISBN-10: 3642015093
ISBN-13: 9783642015090

The three volume set LNCS 5551/5552/5553 constitutes the refereed proceedings of the 6th International Symposium on Neural Networks, ISNN 2009, held in Wuhan, China in May 2009. The 409 revised papers presented were carefully reviewed and selected from a total of 1.235 submissions. The papers are organized in 20 topical sections on theoretical analysis, stability, time-delay neural networks, machine learning, neural modeling, decision making systems, fuzzy systems and fuzzy neural networks, support vector machines and kernel methods, genetic algorithms, clustering and classification, pattern