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The Resource Advances in Neural Networks - ISNN 2007 : Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I, edited by Derong Liu ... [et al.], (electronic book)

Advances in Neural Networks - ISNN 2007 : Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I, edited by Derong Liu ... [et al.], (electronic book)

Label
Advances in Neural Networks - ISNN 2007 : Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I
Title
Advances in Neural Networks - ISNN 2007
Title remainder
Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I
Statement of responsibility
edited by Derong Liu ... [et al.]
Contributor
Subject
Language
eng
Member of
Cataloging source
DE-He213
Characteristic
online system or service
Image bit depth
0
http://library.link/vocab/relatedWorkOrContributorDate
1963-
http://library.link/vocab/relatedWorkOrContributorName
Liu, Derong
Series statement
Lecture Notes in Computer Science
Series volume
4491
http://library.link/vocab/subjectName
  • Artificial intelligence
  • Computational complexity
  • Computer Communication Networks
  • Computer science
  • Computer software
  • Optical pattern recognition
Label
Advances in Neural Networks - ISNN 2007 : Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I, edited by Derong Liu ... [et al.], (electronic book)
Instantiates
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and indexes
Color
not applicable
Contents
pt. 1. Neural fuzzy control. Neural networks for control applications. Adaptive dynamic programming and reinforcement learning. Neural networks for nonlinear systems modeling. Robotics. Stability analysis of neural networks. Learning and approximation. Data mining and feature extraction -- pt. 2. Chaos and synchronization. Neural fuzzy systems. Training and learning algorithms for neural networks. Neural networks structures. Neural networks for pattern recognition. SOMs, ICA/PCA. Biomedical applications -- pt. 3. Feedforward neural networks. Recurrent neural networks. Neural networks for optimization. Support vector machines. Fault diagnosis/detection. Communications and signal processing. Image/video processing. Applications of neural networks
Dimensions
unknown
File format
multiple file formats
Isbn
9783540723837
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote
Label
Advances in Neural Networks - ISNN 2007 : Fourth International Symposium on Neural Networks, ISNN 2007, Nanjing, China, June 3-7, 2007, Proceedings, Part I, edited by Derong Liu ... [et al.], (electronic book)
Publication
Antecedent source
mixed
Bibliography note
Includes bibliographical references and indexes
Color
not applicable
Contents
pt. 1. Neural fuzzy control. Neural networks for control applications. Adaptive dynamic programming and reinforcement learning. Neural networks for nonlinear systems modeling. Robotics. Stability analysis of neural networks. Learning and approximation. Data mining and feature extraction -- pt. 2. Chaos and synchronization. Neural fuzzy systems. Training and learning algorithms for neural networks. Neural networks structures. Neural networks for pattern recognition. SOMs, ICA/PCA. Biomedical applications -- pt. 3. Feedforward neural networks. Recurrent neural networks. Neural networks for optimization. Support vector machines. Fault diagnosis/detection. Communications and signal processing. Image/video processing. Applications of neural networks
Dimensions
unknown
File format
multiple file formats
Isbn
9783540723837
Level of compression
uncompressed
Quality assurance targets
absent
Reformatting quality
access
Specific material designation
remote

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