TY - JOUR
T1 - Functionally specialized spectral organization of the resting human cortex
AU - Bai, Wenjun
AU - Yamashita, Okito
AU - Yoshimoto, Junichiro
N1 - Publisher Copyright:
© 2025 The Authors
PY - 2025/5
Y1 - 2025/5
N2 - Ample studies across various neuroimaging modalities have suggested that the human cortex at rest is hierarchically organized along the spectral and functional axes. However, the relationship between the spectral and functional organizations of the human cortex remains largely unexplored. Here, we reveal the confluence of functional and spectral cortical organizations by examining the functional specialization in spectral gradients of the cortex. These spectral gradients, derived from functional magnetic resonance imaging data at rest using our temporal de-correlation method to enhance spectral resolution, demonstrate regional frequency biases. The grading of spectral gradients across the cortex – aligns with many existing brain maps – is found to be highly functionally specialized through discovered frequency-specific resting-state functional networks, functionally distinctive spectral profiles, and an intrinsic coordinate system that is functionally specialized. By demonstrating the functionally specialized spectral gradients of the cortex, we shed light on the close relation between functional and spectral organizations of the resting human cortex.
AB - Ample studies across various neuroimaging modalities have suggested that the human cortex at rest is hierarchically organized along the spectral and functional axes. However, the relationship between the spectral and functional organizations of the human cortex remains largely unexplored. Here, we reveal the confluence of functional and spectral cortical organizations by examining the functional specialization in spectral gradients of the cortex. These spectral gradients, derived from functional magnetic resonance imaging data at rest using our temporal de-correlation method to enhance spectral resolution, demonstrate regional frequency biases. The grading of spectral gradients across the cortex – aligns with many existing brain maps – is found to be highly functionally specialized through discovered frequency-specific resting-state functional networks, functionally distinctive spectral profiles, and an intrinsic coordinate system that is functionally specialized. By demonstrating the functionally specialized spectral gradients of the cortex, we shed light on the close relation between functional and spectral organizations of the resting human cortex.
KW - Cortical organization
KW - Resting-state functional networks
KW - Spectral analysis of fMRI data
KW - fMRI signal processing
UR - https://www.scopus.com/pages/publications/85216473839
UR - https://www.scopus.com/pages/publications/85216473839#tab=citedBy
U2 - 10.1016/j.neunet.2025.107195
DO - 10.1016/j.neunet.2025.107195
M3 - Article
C2 - 39893804
AN - SCOPUS:85216473839
SN - 0893-6080
VL - 185
JO - Neural Networks
JF - Neural Networks
M1 - 107195
ER -