3 papers
eess.IV2024
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
Yamin Li, Ange Lou, Ziyuan Xu +7
Functional magnetic resonance imaging (fMRI) is an indispensable tool in modern neuroscience, providing a non-invasive window into whole-brain dynamics at millimeter-scale spatial…
cs.LG2024
Reconstructing physiological signals from fMRI across the adult lifespan
Shiyu Wang, Ziyuan Xu, Laurent M. Lochard +7
Interactions between the brain and body are of fundamental importance for human behavior and health. Functional magnetic resonance imaging (fMRI) captures whole-brain activity noni…
eess.SP2023
Leveraging sinusoidal representation networks to predict fMRI signals from EEG
Yamin Li, Ange Lou, Ziyuan Xu +2
In modern neuroscience, functional magnetic resonance imaging (fMRI) has been a crucial and irreplaceable tool that provides a non-invasive window into the dynamics of whole-brain…