Object categories specific brain activity classification with simultaneous EEG-fMRI.
Rana Fayyaz AhmadAamir Saeed MalikNidal S. KamelFaruque RezaPublished in: EMBC (2015)
Keyphrases
- brain activity
- eeg signals
- functional magnetic resonance imaging
- object categories
- event related
- functional mri
- eeg data
- brain activation
- brain computer interface
- object detection
- motor imagery
- human brain
- human subjects
- object recognition
- activation detection
- healthy subjects
- signal processing
- feature extraction
- cognitive states
- functional connectivity
- data analysis
- pattern classification
- image classification
- generative model
- support vector machine
- support vector
- spatial relations
- text classification
- image features
- epileptic seizures
- visual words
- machine learning
- training examples
- unsupervised learning
- co occurrence
- probabilistic model
- high dimensional
- image processing
- computer vision