mlsanityData to 14 Oct 2026

Controllability of Brain Networks

arXiv 1406.5197 ↗First posted 19 Jun 2014q-bio.NC cs.SY eess.SYcited by 12

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Abstract (arXiv)

Cognitive function is driven by dynamic interactions between large-scale neural circuits or networks, enabling behavior. Fundamental principles constraining these dynamic network processes have remained elusive. Here we use network control theory to offer a mechanistic explanation for how the brain moves between cognitive states drawn from the network organization of white matter microstructure. Our results suggest that densely connected areas, particularly in the default mode system, facilitate the movement of the brain to many easily-reachable states. Weakly connected areas, particularly in cognitive control systems, facilitate the movement of the brain to difficult-to-reach states. Areas located on the boundary between network communities, particularly in attentional control systems, facilitate the integration or segregation of diverse cognitive systems. Our results suggest that structural network differences between the cognitive circuits dictate their distinct roles in controlling dynamic trajectories of brain network function.

Key facts. Cited by 12 papers in the map (data through 14 Oct 2026). First posted on arXiv 19 Jun 2014.

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Citing papers per year: 2021: 1; 2022: 2; 2023: 1; 2024: 2; 2025: 4; 2026: 2.

12 papers.