A CNN-LSTM Deep Learning Classifier for Motor Imagery EEG Detection Using a Low-invasive and Low-Cost BCI Headband.
Francisco M. García-MorenoMaría Bermúdez-EdoMaría José Rodríguez-FórtizJosé Luis GarridoPublished in: Intelligent Environments (2020)
Keyphrases
- motor imagery
- deep learning
- brain computer interface
- online training
- eeg signals
- event related potentials
- unsupervised learning
- machine learning
- eeg data
- support vector
- healthy subjects
- decision trees
- object detection
- training data
- training set
- mental models
- feature space
- brain activity
- brain signals
- partial occlusion
- weakly supervised
- blind source separation
- training examples
- image classification
- data analysis
- multiscale
- feature selection