Multiclass Classification of Spatially Filtered Motor Imagery EEG Signals Using Convolutional Neural Network for BCI Based Applications - Shajil, Nijisha; Mohan, Sasikala; Srinivasan, Poonguzhali; Arivudaiyanambi, Janani; Arasappan Murrugesan, Arunnagiri (Journal of medical and biological engineering, 2020)
Keywords: Artificial neural networks; Bandpass filters; Biomedical Engineering and Bioengineering; Cell Biology; Classification; Classifiers; EEG; Electroencephalography; Engineering; Feet; Frequency ranges; Human-computer interface; Image classification; Imaging; Machine learning; Mental task performance; Muscles; Neural networks; Neuromuscular diseases; Original Article; Paralysis; Radiology; Signal classification; Signal processing; Skeletal muscle; Spectrograms; Training; Brain-computer interface; EEG data; Motor imagery; Common spatial pattern; Convolutional neural network; Spectrogram