Virtual MEG sensors based on beamformer and independent component analysis can reconstruct epileptic activity as measured on simultaneous intracerebral recordings.
Jayabal VelmuruganJean-Michel BadierFrancesca PizzoSamuel Medina VillalonChristos PapageorgakisVictor López-MadronaAude JegouRomain CarronFabrice BartolomeiChristian G. BénarPublished in: NeuroImage (2022)
Keyphrases
- independent component analysis
- eeg data
- epileptic seizures
- action potentials
- single channel
- brain activity
- principal component analysis
- independent components
- factor analysis
- signal processing
- blind source separation
- independent subspace analysis
- data fusion
- sensor data
- signal to noise ratio
- human activities
- multipath
- principle component analysis
- sensor networks
- natural image statistics
- eeg signals
- neural network
- machine learning
- blind signal separation