The Resource Nonlinear biomedical signal processing, Volume 1, Fuzzy logic, neural networks, and new algorithms, edited by Metin Akay, (electronic resource)

Nonlinear biomedical signal processing, Volume 1, Fuzzy logic, neural networks, and new algorithms, edited by Metin Akay, (electronic resource)

Label
Nonlinear biomedical signal processing, Volume 1, Fuzzy logic, neural networks, and new algorithms
Title
Nonlinear biomedical signal processing
Title number
Volume 1
Title part
Fuzzy logic, neural networks, and new algorithms
Statement of responsibility
edited by Metin Akay
Title variation
Fuzzy logic, neural networks, and new algorithms
Contributor
Provider
Publisher
Subject
Language
eng
Summary
Publisher description: Biomedical / Electrical Engineering Nonlinear Biomedical Signal Processing Volume I: Fuzzy Logic, Neural Networks, and New Algorithms A volume in the IEEE Press Series on Biomedical Engineering Metin Akay, Series Editor For the first time, eleven experts in the fields of signal processing and biomedical engineering have contributed to an edition on the newest theories and applications of fuzzy logic, neural networks, and algorithms in biomedicine. Nonlinear Biomedical Signal Processing, Volume I provides comprehensive coverage of nonlinear signal processing techniques. In the last decade, theoretical developments in the concept of fuzzy logic have led to several new approaches to neural networks. This compilation delivers plenty of real-world examples for a variety of implementations and applications of nonlinear signal processing technologies to biomedical problems. Included here are discussions that combine the various structures of Kohenen, Hopfield, and multiple-layer "designer" networks with other approaches to produce hybrid systems. Comparative analysis is made of methods of genetic, back-propagation, Bayesian, and other learning algorithms. Topics covered include: * Uncertainty management * Analysis of biomedical signals * A guided tour of neural networks * Application of algorithms to EEG and heart rate variability signals * Event detection and sample stratification in genomic sequences * Applications of multivariate analysis methods to measure glucose concentration Nonlinear Biomedical Signal Processing, Volume I is a valuable reference tool for medical researchers, medical faculty and advanced graduate student, s as well as for practicing biomedical engineers. Nonlinear Biomedical Signal Processing, Volume I is an excellent companion to Nonlinear Biomedical Signal Processing, Volume II: Dynamic Analysis and Modeling
Member of
Cataloging source
IEEEE
Illustrations
illustrations
Index
index present
LC call number
R857.S47
LC item number
N66 2000
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
  • 2000 M-536
  • QT 26.5
http://library.link/vocab/relatedWorkOrContributorName
  • Akay, Metin
  • IEEE Xplore
  • John Wiley & Sons
  • Institute of Electrical and Electronics Engineers
  • IEEE Engineering in Medicine and Biology Society
Series statement
IEEE Press series on biomedical engineering
http://library.link/vocab/subjectName
  • Signal processing
  • Biomedical engineering
  • Fuzzy logic
  • Neural networks (Computer science)
  • Signal Processing, Computer-Assisted
  • Algorithms
  • Biomedical Engineering
  • Fuzzy Logic
  • Models, Biological
  • Neural Networks, Computer
  • Signaalverwerking
  • Fuzzy logic
  • Neurale netwerken
  • Algoritmen
  • Biomedische techniek
  • Niet-lineaire dynamica
  • Bioengenharia
  • Redes neurais
  • Fuzzy (inteligĂȘncia artificial)
  • Bioinformatik
  • Neuronales Netz
  • Biomedical engineering
  • Fuzzy logic
  • Neural networks (Computer science)
  • Signal processing
Label
Nonlinear biomedical signal processing, Volume 1, Fuzzy logic, neural networks, and new algorithms, edited by Metin Akay, (electronic resource)
Instantiates
Publication
Note
  • Made available via IEEE Xplore Digital Library
  • "IEEE Engineering in medicine and biology society, sponsor."
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Uncertainty Management in Medical Applications / Bernadette Bouchon-Meunier -- Applications of Fuzzy Clustering to Biomedical Signal Processing and Dynamic System Identification / Amir B Geva -- Neural Networks: A Guided Tour / Simon Haykin -- Neural Networks in Processing and Analysis of Biomedical Signals / Homayoun Nazeran, Khosrow Behbehani -- Rare Event Detection in Genomic Sequences by Neural Networks and Sample Stratification / Wooyoung Choe, Okan K Ersoy, Minou Bina -- An Axiomatic Approach to Reformulating Radial Basis Neural Networks / Nicolaos B Karayiannis -- Soft Learning Vector Quantization and Clustering Algorithms Based on Reformulation / Nicolaos B Karayiannis -- Metastable Associative Network Models of Neuronal Dynamics Transition During Sleep / Mitsuyuki Nakao, Mitsuaki Yamamoto -- Artificial Neural Networks for Spectroscopic Signal Measurement / Chii-Wann Lin, Tzu-Chien Hsiao, Mang-Ting Zeng, Hui-Hua Kenny Chiang -- Applications of Feed-Forward Neural Networks in the Electrogastrogram / Zhiyue Lin, J D Z Chen -- Index -- About the Editor -- Color Plate --
Dimensions
unknown
Extent
1 online resource (276 p.)
Form of item
online
Isbn
9780470545362
Other physical details
ill. (some col.)
Specific material designation
remote
Stock number
9780470545362
System control number
  • (OCoLC)557402395
  • (OCoLC)ocn557402395
Label
Nonlinear biomedical signal processing, Volume 1, Fuzzy logic, neural networks, and new algorithms, edited by Metin Akay, (electronic resource)
Publication
Note
  • Made available via IEEE Xplore Digital Library
  • "IEEE Engineering in medicine and biology society, sponsor."
Bibliography note
Includes bibliographical references and index
Color
multicolored
Contents
Front Matter -- Uncertainty Management in Medical Applications / Bernadette Bouchon-Meunier -- Applications of Fuzzy Clustering to Biomedical Signal Processing and Dynamic System Identification / Amir B Geva -- Neural Networks: A Guided Tour / Simon Haykin -- Neural Networks in Processing and Analysis of Biomedical Signals / Homayoun Nazeran, Khosrow Behbehani -- Rare Event Detection in Genomic Sequences by Neural Networks and Sample Stratification / Wooyoung Choe, Okan K Ersoy, Minou Bina -- An Axiomatic Approach to Reformulating Radial Basis Neural Networks / Nicolaos B Karayiannis -- Soft Learning Vector Quantization and Clustering Algorithms Based on Reformulation / Nicolaos B Karayiannis -- Metastable Associative Network Models of Neuronal Dynamics Transition During Sleep / Mitsuyuki Nakao, Mitsuaki Yamamoto -- Artificial Neural Networks for Spectroscopic Signal Measurement / Chii-Wann Lin, Tzu-Chien Hsiao, Mang-Ting Zeng, Hui-Hua Kenny Chiang -- Applications of Feed-Forward Neural Networks in the Electrogastrogram / Zhiyue Lin, J D Z Chen -- Index -- About the Editor -- Color Plate --
Dimensions
unknown
Extent
1 online resource (276 p.)
Form of item
online
Isbn
9780470545362
Other physical details
ill. (some col.)
Specific material designation
remote
Stock number
9780470545362
System control number
  • (OCoLC)557402395
  • (OCoLC)ocn557402395

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