Nonlinear biomedical signal processing

Nonlinear biomedical signal processing

by Akay, Metin

Type Book
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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 Sig…

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Title Statements

  • Full title :Nonlinear biomedical signal processing / edited by Metin Akay

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.

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Edition Statements

  • Publication Date:Ü2001.

Publication Statements

  • Publisher(s):IEEE Press
  • Place of Publication:Piscataway, NJ
  • Language:eng
  • Publication Date:Ü2001.

The Physical Object

  • Description:Online Ressource.

Edition Identifiers

  • ISBN:9781601194077, 1601194072, 9780780360129, 0780360125, 9780470545379, 0470545372
  • oclc:on1039166729
  • LC Classification:R857.S47
  • Dewey Decimal:610.285632

Subjects

Algorithmes ALGORITHMS Biological models biomedical engineering Biomedical Technology Computer algorithms fuzzy logic Génie biomédical Logique floue Modèles biologiques Models, Biological Neural networks (Computer science) Neural Networks, Computer Réseaux neuronaux (Informatique) Signal processing Signal Processing, Computer-Assisted Traitement du signal

Writers

Akay, Metin

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  • Nonlinear biomedical signal processing

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    Nonlinear biomedical signal processing

  • Nonlinear biomedical signal processing

    cop. 2000.
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    Nonlinear biomedical signal processing

  • Nonlinear biomedical signal processing

    cop. 2001.
    more →
    Nonlinear biomedical signal processing

  • Nonlinear biomedical signal processing

    2001.
    more →
    Nonlinear biomedical signal processing

  • Nonlinear biomedical signal processing

    ©2001.
    more →
    Nonlinear biomedical signal processing

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