Your browser does not support JavaScript!
http://iet.metastore.ingenta.com
1887

Classification of ECG waveforms by using RCE neural network and genetic algorithms

Classification of ECG waveforms by using RCE neural network and genetic algorithms

For access to this article, please select a purchase option:

Buy article PDF
£12.50
(plus tax if applicable)
Add to cart
Buy Knowledge Pack
10 articles for £75.00
(plus taxes if applicable)
Add to cart

IET members benefit from discounts to all IET publications and free access to E&T Magazine. If you are an IET member, log in to your account and the discounts will automatically be applied.

Learn more about IET membership 

Recommend Title Publication to library

You must fill out fields marked with: *

Librarian details
Name:*
Email:*
Your details
Name:*
Email:*
Department:*
Why are you recommending this title?
Select reason:
 
 
 
 
 
Electronics Letters — Recommend this title to your library

Thank you

Your recommendation has been sent to your librarian.

© IEE
Published

A modified restricted Coulomb energy (RCE) neural network is proposed for electrocardiogram (ECG) waveform classification. In the new algorithm, the locations of the centres of the hyperspheres are optimised in order to minimise the number of hyperspheres used and to improve classification performance. Optimisation is carried out with the genetic algorithm.

Inspec keywords: pattern classification; electrocardiography; waveform analysis; medical signal processing; genetic algorithms; neural nets

Other keywords: genetic algorithm; electrocardiogram waveform classification; restricted Coulomb energy neural network; optimisation; hypersphere

Subjects: Optimisation techniques; Bioelectric signals; Signal processing and detection

References

    1. 1)
      • MIT-BIH Arrhythmia Database. Available from Beth-IsraelHospital,Bio. Eng. Div. Room KB–26, 330 Brookline Ave., Boston, MA 02215.
    2. 2)
      • J.S. Daponte , S. Porter . Classification of ultrasonic image texture by statistical discriminant analysis and neural networks. Comput. Med. Imaging Graph. , 1 , 3 - 9
    3. 3)
      • Dokur, Z., Ölmez, T., Yazgan, E.: `Detection of ECG waveforms by using artificial neural networks', 1038, Proc. 18th Ann. Int. Conf. IEEE-EMBS, Nov. 1996, Amsterdam.
    4. 4)
      • T. Ölmez , E. Yazgan , O.K. Ersoy . Modified restricted Coulomb energy neural network. Electron. Lett. , 22 , 1963 - 1965
http://iet.metastore.ingenta.com/content/journals/10.1049/el_19971019
Loading

Related content

content/journals/10.1049/el_19971019
pub_keyword,iet_inspecKeyword,pub_concept
6
6
Loading
Print this page
This is a required field
Please enter a valid email address