Flexible fusion of electroencephalography and functional magnetic resonance imaging: Revealing neural-hemodynamic coupling through structured matrix-tensor factorization.
Simon Van EyndhovenBorbála HunyadiLieven De LathauwerSabine Van HuffelPublished in: EUSIPCO (2017)
Keyphrases
- functional magnetic resonance imaging
- tensor factorization
- functional connectivity
- brain activity
- human brain
- matrix factorization
- negative matrix factorization
- event related
- high dimensional
- collaborative filtering
- correlation analysis
- data analysis
- linear algebra
- pattern classification
- factorization method
- singular value decomposition
- tag recommendation
- brain images
- human subjects
- gaussian processes
- nonnegative matrix factorization
- probabilistic latent semantic analysis
- spatial correlation
- cerebral blood flow
- brain computer interface
- recommender systems
- brain regions
- information processing
- co occurrence
- machine learning
- kl divergence