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Updated: Mar 9, 2026

Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
Gradients of Connectivity in the Cerebral Cortex
Fenna M Krienen1, Chet C Sherwood2
1Department of Genetics, Harvard Medical School, Boston, MA, USA; Broad Institute, Cambridge, MA, USA.
The human neocortex features distributed networks connecting distant regions. A study reveals that connectivity gradients influence the spatial layout of these regions on the cortical surface in humans and macaques.
Area of Science:
- Neuroscience
- Comparative Anatomy
- Computational Biology
Background:
- The human neocortex exhibits complex, distributed networks connecting spatially distant regions.
- Understanding the principles governing the spatial organization of these cortical networks is a key challenge in neuroscience.
Purpose of the Study:
- To investigate the relationship between connectivity gradients and the topological placement of regions on the cortical surface.
- To explore whether these organizational principles are conserved across species, specifically comparing humans and macaques.
Main Methods:
- Analysis of brain connectivity data from human and macaque subjects.
- Utilizing neuroimaging techniques to map cortical surface and regional connectivity.
- Employing computational models to assess the correlation between connectivity gradients and spatial layout.
Main Results:
- Identified specific gradients of connectivity across the neocortical surface.
- Demonstrated a significant correlation between these connectivity gradients and the spatial arrangement of cortical regions.
- Found conserved organizational principles in both human and macaque neocortical networks.
Conclusions:
- Connectivity gradients play a crucial role in determining the spatial layout of the human and macaque neocortex.
- The findings suggest fundamental organizational principles governing cortical network topology across species.
- This research provides insights into the evolution and structure of primate brains.
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