Ambulation Mode Classification of Individuals with Transfemoral Amputation through A-Mode Sonomyography and Convolutional Neural Networks.
Rosemarie MurrayJoel MendezLukas GabertNicholas P. FeyHonghai LiuTommaso LenziPublished in: Sensors (2022)
Keyphrases
- pattern recognition
- convolutional neural networks
- classification method
- classification accuracy
- machine learning
- pattern classification
- machine learning methods
- class labels
- support vector machine svm
- text classification
- feature vectors
- support vector machine
- image classification
- pairwise
- training set
- feature space
- classification algorithm
- support vector
- classification scheme
- neural network
- object detection
- model selection
- benchmark datasets
- training data
- feature selection
- supervised classification