FPGA-based muscle synergy extraction for surface EMG gesture classification.
Giuseppe FrancoPierandrea CancianLuca CerinaE. BesanaN. BerettaMarco D. SantambrogioPublished in: BioCAS (2017)
Keyphrases
- classification accuracy
- classification algorithm
- machine learning
- support vector
- feature vectors
- support vector machine
- pattern classification
- information extraction
- classification systems
- pattern recognition
- classification models
- class labels
- training samples
- automatic classification
- feature selection
- decision trees
- benchmark datasets
- data sets
- feature extraction
- hidden markov models
- training set
- image classification
- preprocessing
- multi class
- three dimensional
- classification rules
- knn
- classification scheme