Deep Residual Convolutional Neural Networks for Brain-Computer Interface to Visualize Neural Processing of Hand Movements in the Human Brain.
Yosuke FujiwaraJunichi UshibaPublished in: Frontiers Comput. Neurosci. (2022)
Keyphrases
- human brain
- brain computer interface
- single trial
- visuo motor
- hand movements
- information processing
- convolutional neural networks
- event related potentials
- motor learning
- visual information processing
- healthy subjects
- motor imagery
- spatial filters
- white matter
- brain images
- event related
- active learning
- functional magnetic resonance imaging
- hand gestures
- brain signals
- signal processing
- eeg data
- brain activity
- brain regions
- cognitive states
- natural language descriptions
- eeg signals
- evoked potentials
- human computer interaction
- medical images
- decision making