Constructing large-scale cortical brain networks from scalp EEG with Bayesian nonnegative matrix factorization.
Chanlin YiChunli ChenYajing SiFali LiTao ZhangYuanyuan LiaoYuanling JiangDezhong YaoPeng XuPublished in: Neural Networks (2020)
Keyphrases
- nonnegative matrix factorization
- eeg signals
- eeg data
- probabilistic latent semantic indexing
- negative matrix factorization
- matrix factorization
- data representation
- brain computer interface
- independent component analysis
- event related
- brain activity
- cortical surface
- single trial
- signal processing
- least squares
- cerebral cortex
- spectral clustering
- principal component analysis
- functional connectivity
- original data
- active learning
- transcranial magnetic stimulation
- feature selection
- human brain
- clustering method
- natural language processing
- pattern recognition