Classification of multichannel surface-electromyography signals based on convolutional neural networks.
Na DuanLizheng LiuXianjia YuQingqing LiShih-Ching YehPublished in: J. Ind. Inf. Integr. (2019)
Keyphrases
- convolutional neural networks
- emg signals
- image classification
- classification accuracy
- feature extraction
- classification method
- pattern recognition
- signal processing
- three dimensional
- image processing
- classification algorithm
- d objects
- supervised learning
- support vector
- automatic classification
- decision trees
- support vector machine
- feature vectors
- training set
- classification models
- multi channel
- spectral analysis
- feature selection