A Tensor Decomposition-Based Approach for Detecting Dynamic Network States From EEG - Mahyari, Arash Golibagh; Zoltowski, David M.; Bernat, Edward M.; Aviyente, Selin (IEEE transactions on biomedical engineering, 2017)
Keywords: Algorithms; Brain; Brain Mapping - methods; Cerebral Cortex - physiology; Cognitive ability; Complex networks; Computer Simulation; Control tasks; Decomposition; Diagnosis, Computer-Assisted - methods; Dissolution; dynamic functional connectivity (dFC); EEG; Electroencephalography; Electroencephalography - methods; Hidden Markov models; Humans; Mathematical analysis; Matrix decomposition; Models, Neurological; Nerve Net - physiology; Networks; Neural networks; phase synchrony; Principal component analysis; Reproducibility of Results; Sensitivity and Specificity; Singular value decomposition; Tensile stress; tensor decomposition; Tensors; Time-frequency analysis