An SVM classifier for detecting merged motor unit potential trains extracted by EMG signal decomposition using their MUP shape information.
Hossein ParsaeiDaniel W. StashukPublished in: CCECE (2011)
Keyphrases
- svm classifier
- support vector machine
- emg signals
- support vector machine svm
- support vector
- image classification
- feature vectors
- linear discriminant classifier
- signal processing
- kernel function
- svm classification
- hyperplane
- motor control
- train a support vector machine
- training set
- wavelet packet
- semi supervised
- action potentials
- feature extraction
- data mining
- support vectors
- decision function
- linear classifiers
- informative features
- real world
- database
- principle component analysis
- decomposition method
- ls svm
- extracted features
- machine learning
- training data
- control system