Subject-Specific Modeling of EEG-fNIRS Neurovascular Coupling by Task-Related Tensor Decomposition - Lin, Jianeng; Lu, Jiewei; Shu, Zhilin; Han, Jianda; Yu, Ningbo (IEEE transactions on neural systems and rehabilitation engineering, 2024)
Keywords: Coupling; Decomposition; EEG; EEG-fNIRS; Electroencephalography; Electroencephalography - methods; Gamma function; hemodynamic response function; Hemodynamic responses; Hemodynamics; Hemodynamics - physiology; Humans; Infrared spectra; Infrared spectroscopy; Mathematical models; Medical imaging; Modelling; Near infrared radiation; Neurovascular coupling; Neurovascular Coupling - physiology; Parameter estimation; Reproducibility of Results; Response functions; Spectroscopy; Spectroscopy, Near-Infrared - methods; subject-specific optimization; task-related component analysis; tensor decomposition; Tensors