Nonlinear biomedical signal processing

Nonlinear biomedical signal processing

by Akay, Metin

Type Book
Rate 0.0 /5

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…

Read More ↓
Details
Files
Reviews
Download

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.

Read More ↓

Edition Statements

  • Publication Date:©2000

Publication Statements

  • Publisher(s):IEEE Press
  • Place of Publication:New York
  • Language:eng
  • Publication Date:©2000

Notes

"IEEE Engineering in medicine and biology society, sponsor."

The Physical Object

  • Description:1 online resource (xvi, 259 pages) : : illustrations (some color)

Edition Identifiers

  • ISBN:9780470545362, 0470545364
  • oclc:ocn557402395
  • LC Classification:R857.S47
  • Dewey Decimal:610/.285/632

Subjects

Algorithmes ALGORITHMS algoritmen Bioengenharia Bioinformatik Biological models biomedical engineering biomedische techniek Fuzzy (inteligência artificial) fuzzy logic Génie biomédical Logique floue Modèles biologiques Models, Biological Neural networks (Computer science) Neural Networks, Computer Neurale netwerken Neuronales Netz Niet-lineaire dynamica Redes neurais

Writers

Akay, Metin

More from this Series

  • Neural networks and artificial intelligence for biomedical engineering

    ©2000
    more →
    Neural networks and artificial intelligence for biomedical engineering

  • Neural networks and artificial intelligence for biomedical engineering

    1999
    more →
    Neural networks and artificial intelligence for biomedical engineering

  • Neural networks and artificial intelligence for biomedical engineering

    2000.
    more →
    Neural networks and artificial intelligence for biomedical engineering

  • Neural networks and artificial intelligence for biomedical engineering

    c2000.
    more →
    Neural networks and artificial intelligence for biomedical engineering

  • Neural networks and artificial intelligence for biomedical engineering

    1999.
    more →
    Neural networks and artificial intelligence for biomedical engineering

Rate & Review

0.0/5
(0 people Voted)

No reviews yet. Be the first to rate this work.

Files & Downloads

  • Nonlinear Biomedical Signal Processing: Fuzzy Log…

    PDF · 9.3 MB · updated
    Login →

  • Nonlinear Biomedical Signal Processing, Fuzzy Log…

    PDF · 9.3 MB · updated
    Login →
Log in to request a copy