Classification of image encoded SSVEP-based EEG signals using Convolutional Neural Networks.
Patrick Oliveira de PaulaThiago Bulhões da Silva CostaRomis Ribeiro Faissol AttuxDenis G. FantinatoPublished in: Expert Syst. Appl. (2023)
Keyphrases
- eeg signals
- brain computer interface
- image classification
- eeg data
- extracted features
- image data
- input image
- image analysis
- signal processing
- image segmentation
- motor imagery
- image features
- kernel density estimators
- convolutional neural networks
- multiscale
- brain activity
- support vector machine svm
- pattern classification
- image retrieval
- pattern recognition
- machine learning
- feature values
- feature space
- electrical activity
- decision trees
- affine invariant
- shape model
- classification accuracy
- healthy subjects