Electrocardiogram Pattern Recognition by Means of MLP Network and PCA: A Case Study on Equal Amount of Input Signal Types.
Fabian VargasMaria Cristina Felippetto de CastroMarcello MacarthyDjones LettninPublished in: SBRN (2002)
Keyphrases
- pattern recognition
- signal processing
- neural network
- output layer
- principal component analysis
- dimensionality reduction
- radial basis function network
- feature extraction
- input patterns
- computer networks
- network architecture
- ecg signals
- machine learning
- feed forward
- artificial neural networks
- radial basis
- face recognition
- case study
- high frequency
- computer vision
- hidden layer
- control signals
- heart rate
- hidden neurons
- network traffic
- neural classifier
- multilayer perceptron
- communication networks
- principal components
- network structure
- frequency domain
- back propagation
- non stationary
- image analysis
- image processing
- pattern classification
- multiple types
- feedforward neural networks
- peer to peer
- denoising
- high dimensional
- heart rate variability
- genetic algorithm