Computational Neuroscience

Network controllability of structural connectomes in the neonatal brain
White matter connectivity supports diverse cognitive demands by efficiently constraining dynamic brain activity. This efficiency can be …
Sun, Huili, Jiang, Rongtao, Dai, Wei, Dufford, Alexander J, Noble, Stephanie, Spann, Marisa N, Gu Shi, Scheinost, Dustin
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Network controllability of structural connectomes in the neonatal brain
Controllability of Functional Brain Networks and Its Clinical Significance in First-Episode Schizophrenia
$\mathbf{Background}$ $\mathbf{and}$ $\mathbf{Hypothesis}$
Disrupted control of brain state transitions may contribute to the diverse …
Li Qian, Yao Li, You Wanfang, Liu Jiang, Deng Shikuang, Li Bin, Luo Lekai, Zhao Youjin, Wang Yuxia, Wang Yaxuan, others
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Controllability of Functional Brain Networks and Its Clinical Significance in First-Episode Schizophrenia
Network controllability mediates the relationship between rigid structure and flexible dynamics
Precisely how the anatomical structure of the brain supports a wide range of complex functions remains a question of marked importance …
Gu Shi, Fotiadis Panagiotis, Parkes Linden, Xia Cedric H, Gur Ruben C, Gur Raquel E, Roalf David R, Satterthwaite Theodore D, Bassett Dani S
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Network controllability mediates the relationship between rigid structure and flexible dynamics
Control theory illustrates the energy efficiency in the dynamic reconfiguration of functional connectivity
The brain’s functional connectivity fluctuates over time instead of remaining steady in a stationary mode even during the resting …
Deng Shikuang, Li Jingwei, Thomas Yeo BT, Gu Shi
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Control theory illustrates the energy efficiency in the dynamic reconfiguration of functional connectivity
Age-associated network controllability changes in first episode drug-naive schizophrenia
$\mathbf{Background }$
Recent neuroimaging studies revealed dysregulated neurodevelopmental, or/and neurodegenerative trajectories of …
BiqiuTang, WenjingZhang, ShikuangDeng, JiangLiu, NaHu, QiyongGong, ShiGu, SuLui
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Age-associated network controllability changes in first episode drug-naive schizophrenia
Pairwise maximum entropy model explains the role of white matter structure in shaping emergent co-activation states
A major challenge in neuroscience is determining a quantitative relationship between the brain’s white matter structural connectivity …
Ashourvan Arian, Shah Preya, Pines Adam, Gu Shi, Lynn Christopher W, Bassett Danielle S, Davis Kathryn A, Litt Brian
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Pairwise maximum entropy model explains the role of white matter structure in shaping emergent co-activation states
Measurement reliability for individual differences in multilayer network dynamics:Cautions and considerations
Multilayer network models have been proposed as an effective means of capturing the dynamic configuration of distributed neural …
Yang Zhen, Telesford Qawi K, Franco Alexandre R, Lim Ryan, Gu Shi, Xu Ting, Ai Lei, Castellanos Francisco X, Yan Chao-Gan, Colcombe Stan, Michael P. Milham
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Measurement reliability for individual differences in multilayer network dynamics:Cautions and considerations
Optimization of energy state transition trajectory supports the development of executive function during youth
Executive function develops during adolescence, yet it remains unknown how structural brain networks mature to facilitate activation of …
Cui Zaixu, Stiso Jennifer, Baum Graham L, Kim Jason Z, Roalf David R, Betzel Richard F, Gu Shi, Lu Zhixin, Xia Cedric H, He Xiaosong, others
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Optimization of energy state transition trajectory supports the development of executive function during youth
Controllability analysis of functional brain networks
Network control theory has recently emerged as a promising approach for understanding brain function and dynamics. By operationalizing …
Deng Shikuang, Gu Shi
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Controllability analysis of functional brain networks
Unifying the notions of modularity and core-periphery structure in functional brain networks during youth
At rest, human brain functional networks display striking modular architecture in which coherent clusters of brain regions are …
Gu Shi, Xia Cedric Huchuan, Ciric Rastko, Moore Tyler M, Gur Ruben C, Gur Raquel E, Satterthwaite Theodore D, Bassett Danielle S
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Unifying the notions of modularity and core-periphery structure in functional brain networks during youth