Electroencephalogram Signal Processing with Independent Component Analysis and Cognitive Stress Classification using Convolutional Neural Networks.
Venkatakrishnan SutharsanAlagappan SwaminathanSaisrinivasan RamachandranMadan Kumar LakshmananBalaji MahadevanPublished in: CoRR (2021)
Keyphrases
- independent component analysis
- signal processing
- eeg data
- eeg signals
- pattern recognition
- rough fuzzy
- independent components
- convolutional neural networks
- factor analysis
- principal component analysis
- blind source separation
- independent subspace analysis
- principle component analysis
- brain computer interface
- support vector
- image processing
- classification accuracy
- feature vectors
- feature space
- feature extraction
- source separation
- natural gradient
- image classification
- machine learning
- neural network
- single channel
- feature selection
- sparse representation
- support vector machine svm
- dimensionality reduction
- support vector machine
- data points
- multiresolution
- training set
- blind signal separation