Motor imagery EEG signal classification using image processing technique over GoogLeNet deep learning algorithm for controlling the robot manipulator.
Ayça AkVedat TopuzIpek MidiPublished in: Biomed. Signal Process. Control. (2022)
Keyphrases
- eeg signals
- motor imagery
- signal processing
- image processing
- robot manipulators
- learning algorithm
- brain computer interface
- healthy subjects
- eeg data
- brain activity
- control of robot manipulators
- extracted features
- image classification
- kernel density estimators
- event related potentials
- image analysis
- support vector
- feature extraction
- computer vision
- machine learning
- input output
- real time
- artificial neural networks
- pattern recognition
- training data
- neural network