Electroencephalography Signal Analysis for Human Activities Classification: A Solution Based on Machine Learning and Motor Imagery.
Tarciana C. de Brito GuerraTaline NóbregaEdgard MoryaAllan de M. MartinsVicente A. de Sousa Jr.Published in: Sensors (2023)
Keyphrases
- signal analysis
- eeg data
- motor imagery
- human activities
- eeg signals
- machine learning
- brain computer interface
- signal processing
- independent component analysis
- activity recognition
- empirical mode decomposition
- pattern recognition
- feature selection
- human computer interaction
- sensor data
- feature extraction
- text classification
- machine learning algorithms
- blind source separation
- neural network
- feature vectors
- learning algorithm
- adaptive learning
- pattern classification
- image enhancement
- action recognition
- principal component analysis
- classification accuracy
- multiresolution