A New Approach to the P-Wave Detection and Classification Based Upon Application of Wavelet Neural Network
Abstract
Paper presents a new approach to P wave classification problem which is based upon the application of a new recently develop and widely described tool such as Wavelet Neural Network, The novel idea of classification is based on creation of own non-standard wavelet exactly as a P wave morphology template and then calculation of wavelet transform being a first layer of classical multi-layer perceptron. The mentioned first layer works as a feature selector and extractor.
Document Details
- Document Type
- Technical Report
- Publication Date
- Oct 25, 2001
- Accession Number
- ADA410247
Entities
People
- A. Wrzesniowski
- E. J. Tkacz
- P. Kostka
- T. Domider