Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing.
Simone BenattiFabio MontagnaVictor Javier KartschAbbas RahimiDavide RossiLuca BeniniPublished in: IEEE Trans. Biomed. Circuits Syst. (2019)
Keyphrases
- online learning
- pattern recognition
- automatic classification
- pattern classification
- machine learning
- feature extraction
- classification accuracy
- classification method
- support vector machine
- feature vectors
- text classification
- preprocessing
- supervised learning
- classification models
- e learning
- training samples
- classification rules
- classification scheme
- parallel implementation
- low cost
- class labels
- machine learning algorithms
- real time
- training set
- feature space
- data sets