Subject-Specific Modeling of EEG-fNIRS Neurovascular Coupling by Task-Related Tensor Decomposition

Subject-Specific Modeling of EEG-fNIRS Neurovascular Coupling by Task-Related Tensor Decomposition

Neurovascular coupling (NVC) connects neural activity with hemodynamics and plays a vital role in sustaining brain function. Combining electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) is a promising way to explore the NVC. However, the high-order property of EEG data an...

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Bibliographic Details
Main Authors: Jianeng Lin, Jiewei Lu, Zhilin Shu, Jianda Han, Ningbo Yu
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Transactions on Neural Systems and Rehabilitation Engineering
Subjects:
Neurovascular coupling
EEG-fNIRS
tensor decomposition
task-related component analysis
hemodynamic response function
subject-specific optimization
Online Access:https://ieeexplore.ieee.org/document/10401989/

Internet

https://ieeexplore.ieee.org/document/10401989/

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