Spiking Neural Network for On-line Cognitive Activity Classification Based on EEG Data.
Stefan SchliebsElisa CapecciNikola K. KasabovPublished in: ICONIP (3) (2013)
Keyphrases
- eeg data
- eeg signals
- brain activity
- pattern recognition
- classification accuracy
- motor imagery
- spiking neural networks
- pattern classification
- machine learning
- brain computer interface
- independent component analysis
- single trial
- biologically inspired
- object recognition
- support vector
- support vector machine svm
- image classification
- training set
- feature space
- cognitive states
- multiscale
- training data
- feature selection
- neural network