Comparing subject-to-subject transfer learning methods in surface electromyogram-based motion recognition with shallow and deep classifiers.
Takayuki HoshinoSuguru KanogaMasashi TsubakiAtsushi AoyamaPublished in: Neurocomputing (2022)
Keyphrases
- transfer learning
- learning tasks
- machine learning algorithms
- training data
- machine learning
- three dimensional
- motion recognition
- activity recognition
- principal component analysis
- natural language processing
- learning algorithm
- dimensionality reduction
- k nearest neighbor
- labeled data
- knowledge discovery
- object recognition
- video sequences
- data sets