Deep Neural Network Approach for Hand, Wrist, Grasping and Functional Movements Classification using Low-cost sEMG Sensors.
Attawit ChaiyarojPanyawut Sri-IesaranusornChatchai BuekbanSongphon DumninChusak ThanawattanoDecho SurangsriratPublished in: BIBM (2019)
Keyphrases
- low cost
- neural network
- pattern recognition
- learning vector quantization
- classification accuracy
- text classification
- pattern classification
- machine learning
- support vector machine svm
- support vector machine
- class labels
- model selection
- vision system
- image classification
- real time
- back propagation
- self organizing maps
- sensor data
- neural network model
- decision trees
- nearest neighbour
- feature set
- feature extraction
- sensor networks
- classification algorithm
- classification method
- data acquisition
- feature vectors
- probabilistic neural network