Analyzing Classification Performance of fNIRS-BCI for Gait Rehabilitation Using Deep Neural Networks.
Huma HamidNoman NaseerHammad NazeerMuhammad Jawad KhanRayyan Azam KhanUmar Shahbaz KhanPublished in: Sensors (2022)
Keyphrases
- neural network
- pattern recognition
- motor imagery
- signal processing
- decision trees
- classification accuracy
- classification method
- brain computer interface
- support vector machine svm
- multi layer perceptron
- text classification
- pattern classification
- learning vector quantization
- support vector machine
- classification algorithm
- artificial neural networks
- training set
- support vector
- feature extraction
- machine learning
- neural networks and support vector machines
- rule extraction
- classification rules
- single trial
- self organizing maps
- class labels
- back propagation
- human computer interaction
- unsupervised learning
- supervised learning
- feature space
- image sequences
- genetic algorithm