New Approach to the P-Wave Detection and Classification Based Upon Application of Wavelet Neural Network.

摘要

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.