Controllability of structural brain networks

Cited by (910)

Items 601–700 of 910

1. Causal models and network instability in neurological and psychiatric disorders: Computational and clinical perspectives
   Charles Okanda Nyatega, Qiang Li, Weizhi Nie, Mohammed Jajere Adamu, Shixin Li · 2025 · Behavioural Brain Research
2. Controllability of morphometric network colocalize with underlying neurobiology in major depression
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3. The default mode network throughout the lifespan: A state-of-the-art scoping review on its development and association to individual cognitive functioning
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4. Personalized transcranial electrical stimulation: a review of computational modeling and optimization
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5. Edge-centric network control on the human brain structural network
   Huili Sun, Matthew Rosenblatt, Javid Dadashkarimi, Raimundo X. Rodriguez, Link Tejavibulya, Dustin Scheinost · 2024 · Imaging Neuroscience
6. Localization of epileptogenic zone based on time-varying effective networks
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7. Functional and connectivity correlates associated with Parkinson’s disease psychosis: a systematic review
   Sara Pisani, Brandon Gunasekera, Yining Lu, Miriam Vignando, Dominic H Ffytche, Dag Aarsland, К. Ray Chaudhuri, Clive G. Ballard, Jee‐Young Lee, Yu Kyeong Kim et al. · 2024 · Brain Communications
8. Controllability of nonlinear epileptic-seizure spreading dynamics in large-scale subject-specific brain networks
   S. Amin Moosavi, Jordan Feldman, Wilson Truccolo · 2025 · Scientific Reports
9. Development of brain metastable dynamics during the equivalent of the third gestational trimester
   Juliette L Y Champaud, Samanta Asite, Lorenzo Fabrizi D · 2025 · Developmental Cognitive Neuroscience
10. Disrupted coordination between primary and high-order cognitive networks in Parkinson’s disease based on morphological and functional analysis
    Yunxiao Ma, Li Wang, Ting Li, Jian Zhang, Shintaro Funahashi, Jinglong Wu, Xiu Wang, Kai Zhang, Tiantian Liu, Tianyi Yan · 2025 · Brain Structure and Function
11. Suppressing Seizure via Optimal Electrical Stimulation to the Hub of Epileptic Brain Network
    Zhichao Liang, Guanyi Zhao, Yinuo Zhang, Weiting Sun, Jingzhe Lin, Jialin Wang, Quanying Liu · 2025 · Communications in computer and information science
12. A Stackelberg game for optimal control energy of multi-agent networks under cyber-attacks
    Shiyang Xu, Yongqiang Guan, Yu Shen · 2025 · International Journal of Control
13. Heat Kernels with Functional Connectomes Reveal Atypical Energy Transport in Peripheral Subnetworks in Autism
    Markus D. Schirmer, Ai Wern Chung · 2019 · Lecture notes in computer science
14. The alpha and delta rhythms and their interaction with other brain rhythms
    Jos J. Eggermont · 2021 · Elsevier eBooks
15. An Integrated, Dynamic Functional Connectome Underlies Intelligence
    Jessica Rachel Cohen, Mark D’Esposito · 2021 · Cambridge University Press eBooks
16. Combining Regional and Connectivity Metrics of Functional Magnetic Resonance Imaging and Diffusion Tensor Imaging for Individualized Prediction of Pain Sensitivity
    Rushi Zou, Linling Li, Li Zhang, Gan Huang, Zhen Liang, Lizu Xiao, Zhiguo Zhang · 2022 · Frontiers in Molecular Neuroscience
17. EM-fMRI: A Promising Method for Mapping the Brain Functional Connectome
    Xiaoru Zhang, Ming Song, Jin Li, Tianzi Jiang · 2022 · Neuroscience Bulletin
18. Targeted neuroplasticity in spatiotemporally patterned invasive neuromodulation therapies for improving clinical outcomes
    Anders J. Asp, Yaswanth Chintaluru, Sydney G. Hillan, J. Luis Luján · 2023 · Frontiers in Neuroinformatics
19. Test and re-test reliability of optimal stimulation targets and parameters for personalized neuromodulation
    Feng Zhou Fang, Jared Cammon, Rihui Li, Yingchun Zhang · 2023 · Frontiers in Neuroscience
20. Topological data analysis suggests human brain network reconfiguration during the transition from resting state to cognitive load
    Ilia M. Ernston, Arsenii A. Onuchin, Timofey Adamovich · 2023 · Genes and Cells
21. Dynamic functional changes upon thalamotomy in essential tremor depend on baseline brain morphometry
    Thomas A. W. Bolton, Dimitri Van De Ville, Jean Marie Régis, Tatiana Witjas, Nadine J Girard, Marc Levivier, Constantin Tuleasca · 2024 · Scientific Reports
22. Cocaine diminishes functional network robustness and destabilizes the energy landscape of neuronal activity in the medial prefrontal cortex
    Ahmad Borzou, Sierra N Miller, Jonathan D. Hommel, Jennifer M. Schwarz · 2024 · PNAS Nexus
23. Modulation of hippocampal theta oscillations via deep brain stimulation of the parietal cortex depends on cognitive state
    Eugenio Forbes, Alexa Hassien, Ryan Joseph Tan, David Wang, Bradley Charles Lega · 2024 · Cortex
24. Modelling and Controlling System Dynamics of the Brain: An Intersection of Machine Learning and Control Theory
    Quanying Liu, Wei Chen, Youzhi Qu, Zhichao Liang · 2024 · Advances in neurobiology
25. Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury
    Adam C. Rayfield, Taotao Wu, Jared A. Rifkin, David F. Meaney · 2024 · Network Neuroscience
26. Network controllability of structured networks: a survey on graph-theoretical approaches
    Nam-Jin Park, Hyo‐Sung Ahn · 2024 · SICE Journal of Control Measurement and System Integration
27. Networks, dynamics and explanation
    James Woodward · 2025 · Synthese
28. Exploring the suitability of piecewise-linear dynamical system models for cognitive neural dynamics
    Jiemin Wu, Boateng Asamoah, Zhaodan Kong, Jochen Ditterich · 2025 · Frontiers in Neuroscience
29. Uniqueness Analysis of Controllability Scores and Their Application to Brain Networks
    Kazuhiro Sato, Ryohei Kawamura · 2025 · IEEE Transactions on Control of Network Systems
30. Application of Brain Science in Physical Education and Teaching
    Jiayi Zhao, Guangxue Li · 2018 · Educational Sciences Theory & Practice
31. A reachable probability approach for the analysis of spatio-temporal dynamics in the human functional network
    Qing Chun Gao, Yu Xiang, Jiabao Zhang, Ning Luo, Minfeng Liang, Lisha Gong, Jiali Yu, Qian Cui, Jorge Sepulcre, Huafu Chen · 2021 · NeuroImage
32. The Task Pre-Configuration Is Associated With Cognitive Performance Evidence From the Brain Synchrony
    Jie Xiang, Chanjuan Fan, Jing Wei, Ying Li, Bin Wang, Yan Niu, Lan Yang, Jiaqi Lv, Xiaohong Cui · 2022 · Frontiers in Computational Neuroscience
33. Brain network efficiency is influenced by pathological source of corticobasal syndrome
    John Dominic Medaglia, Weiyu Huang, Santiago Segarra, Christopher A. Olm, James C. Gee, Murray Grossman, Alejandro Ribeiro, Corey T. McMillan, Danielle S. Bassett · 2016 · arXiv (Cornell University)
34. BLCS: Brain-Like based Distributed Control Security in Cyber Physical Systems
    Hui Yang, Kaixuan Zhan, Michel Kadoch, Yongshen Liang, Mohamed Cheriet · 2020 · arXiv (Cornell University)
35. Ventral hippocampus-lateral septum circuitry promotes foraging-related memory
    Léa Décarie-Spain · 2022
36. Compression supports low-dimensional representations of behavior across neural circuits
    Dale Zhou, Jason Z. Kim, Adam Robert Pines, Valerie J. Sydnor, David R. Roalf, John A. Detre, Ruben C. Gur, Raquel E. Gur, Theodore Daniel Satterthwaite, Dani S. Bassett · 2022 · bioRxiv (Cold Spring Harbor Laboratory)
37. Noradrenergic modulation of whole brain dynamics mediates perceptual switches
    Gabriel Wainstein, Christopher J. Whyte, Kaylena A. Ehgoetz Martens, Eli J. Müller, Brandon Munn, Vicente Medel, Britt Anderson, Elisabeth Stöttinger, James A. Danckert, James M. Shine · 2022 · Research Square
38. Hierarchical whole-brain modeling of critical synchronization dynamics in human brain
    Vladislav O. Myrov, Alina Suleimanova, Samanta Knapič, Paula Partanen, Maria Vesterinen, Wenya Liu, Satu Palva, Jaakko Matias Palva · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
39. Matrix-Weight-Based Controllability of Second-Order Signed Multi-agent Networks
    Bo Liu, Songlu Li, Junjie Huang, Housheng Su · 2024 · Circuits Systems and Signal Processing
40. Dynamic network features of functional and structural brain networks support visual working memory in aging adults
    Josh Neudorf, Kelly Shen, Anthony Randal McIntosh · 2025 · Imaging Neuroscience
41. Brain activity dynamics after traumatic brain injury indicate increased state transition energy and preference of lower order states
    Nate Roy, S. Parker Singleton, Keith Wakefield Jamison, Pratik Mukherjee, Sudhin A. Shah, Amy F. Kuceyeski · 2025 · NeuroImage Clinical
42. NeuroCarta: An automated and quantitative approach to mapping cellular networks in the mouse brain
    Tido Bergmans, Tansu Celikel · 2025 · Network Neuroscience
43. Connectome-constrained ligand-receptor interaction analysis for understanding brain network communication
    Zongchang Du, Congying Chu, Weiyang Shi, Na Luo, Yuheng Lu, Haiyan Wang, Bokai Zhao, Hui Xiong, Zhengyi Yang, Tianzi Jiang · 2025 · Nature Communications
44. Age of Onset, Brain Controllability, and Working Memory Performance in First-Episode Schizophrenia
    Feiwen Wang, Zhening Liu, Jun Yang, Peng Cheng, Wenjian Tan, Danqing Huang, Xiawei Liu, Maoxing Zhong, Jie Yang, Lena K. Palaniyappan · 2025 · Schizophrenia Bulletin
45. Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder
    Louisa Schilling, S. Parker Singleton, Ceren Tozlu, Marie Hédo, Qingyu Zhao, Kilian M. Pohl, Keith Wakefield Jamison, Amy F. Kuceyeski · 2025 · Nature Mental Health
46. Decoding the human brain during intelligence testing
    Jonas Alexander Thiele, Joshua Faskowitz, Olaf Sporns, Adam Chuderski, Rex Eugene Jung, Kirsten Hilger · 2025 · Communications Biology
47. Prognosis prediction of patients with disorders of consciousness based on digital twin brain models
    Shaoting Yan, Qing Li, Ruiqi Li, Lipeng Zhang, Rui Zhang, Mingming Chen, Meng Li, Runtao Li, Hui Zhang, Li Shi et al. · 2026 · Journal of NeuroEngineering and Rehabilitation
48. Multi-Indicator Entropy Hub Score: A quantitative approach to hub analysis in brain networks
    Hongzhou Wu, Jinming Xiao, Elijah Agoalikum, Talha Imtiaz Baig, Benjamin Becker, Stefania Ferraro, Bharat B. Biswal, Benjamin Klugah‐Brown, Michael H. J. Maes · 2026 · NeuroImage
49. Energy inefficiency underpinning brain state dysregulation in individuals with major depressive disorder
    Qianhui Liu, Hui Xiong, Weiyang Shi, Shiqi Di, Xinle Cheng, Nianyi Liu, Na Luo, Yu Zhang, Tianzi Jiang · 2026 · Nature Mental Health
50. Executive function after childhood cancer: Insights from network neuroscience
    Katie Wade Alonso, Donald Mabbott · 2025 · Neuro-Oncology Advances
51. Altered salience network structure–function integration underlies the decline in cognitive flexibility during aging
    Xing Qian, Wan Lin Yue, Kwun Kei Ng, Ruth L F Leong, Fang Ji, Narayanaswamy Venketasubramanian, Saima Hilal, Christopher Chen, Michael W.L. Chee, Dani S. Bassett et al. · 2026 · PLoS Biology
52. Control Theory for Closed-Loop Neurophysiology
    Gautam Kumar, Jason T. Ritt, ShiNung Ching · 2016 · Elsevier eBooks
53. Research on Mathematical Education and Teaching Design Based on Brain Science
    MO Jun-hui, Zhengsong Yu, Linyuan Wei · 2018 · Educational Sciences Theory & Practice
54. Human Intelligence and Network Neuroscience
    Aron Keith Barbey · 2021 · Cambridge University Press eBooks
55. Developmental maturation of causal signaling hubs in voluntary control of saccades and their functional controllability
    Yuan Zhang, Srikanth Ryali, Weidong Cai, Kaustubh Supekar, Ramkrishna Pasumarthy, Aarthi Padmanabhan, Bea Luna, Vinod Menon · 2022 · Cerebral Cortex
56. Controllability analysis of the small-world network of neural populations
    Xian Liu, Renjie Li, Yun Wei Zhao · 2022 · Europhysics Letters (EPL)
57. Anxiety Disorder Caused by Learning Difficulties in Mathematics
    García-Planas M Isabel, García-Camba M Victoria · 2022 · Clinical Reviews & Cases
58. Uncovering the Origins of Instability in Dynamical Systems: How Can the Attention Mechanism Help?
    Nooshin Bahador, Milad Lankarany · 2023 · Dynamics
59. Neurophysiological Biomarkers
    Feng Zhou Fang, Michael J. Houston, Yingchun Zhang · 2023 · Springer eBooks
60. Merging rules for strong structural controllability and minimum input problem in undirected networks
    Nam-Jin Park, Seong‐Ho Kwon, Yoo‐Bin Bae, Byeongyeon Kim, Kevin L. Moore, Hyo‐Sung Ahn · 2025 · Journal of the Franklin Institute
61. Deciphering brain cellular and behavioral mechanisms: Insights from single‐cell and spatial RNA sequencing
    Renrui Chen, Pengxing Nie, Jing Wang, Guang‐Zhong Wang · 2024 · Wiley Interdisciplinary Reviews - RNA
62. Shared and distinct neural signatures of feature and spatial attention
    Anmin Yang, Tian Jinhua, Wenbo Wang, Jia Liu B, Ke Zhou, Ke Zhou · 2025 · NeuroImage
63. Analyzing control properties of multi-agent linear systems
    M. Isabel Garcıa-Planas · 2020 · Cybernetics and Physics
64. On the Selection of Leaders for the Controllability of Multi-agent Networks
    Vijayakumar S. Muni, Kallu Vetty Muhammed Rafeek, Gudala Janardhana Reddy, Raju K. George · 2022 · Bulletin of the Iranian Mathematical Society.
65. Worst-case control energy of single-input network systems
    Giacomo Baggio, Sandro Zampieri · 2022 · IFAC-PapersOnLine
66. Functional Neural Network Connectivity in Myalgic Encephalomyelitis
    Marcie L. Zinn, Mark A. Zinn, Leonard A. Jason · 2016 · NeuroRegulation
67. Control-Theoretic Approaches for Modeling, Analyzing, and Manipulating Neuronal (In)activity
    ShiNung Ching · 2017 · Springer eBooks
68. A sparse H∞ controller synthesis perspective on the reconfiguration of brain networks
    Ilias Mitrai, Catherine Stamoulis, Pródromos Daoutidis · 2021 · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference
69. ‘One region to control them all'- the surprising effectiveness of network control theory in predicting post-stroke recovery from aphasia
    Mariia Popova, Kayson Fakhar, Wilhelm Braun · 2022 · Frontiers in Computational Neuroscience
70. Unsupervised relational inference using masked reconstruction
    Gerrit Großmann, Julian Zimmerlin, Michael Backenköhler, Verena Wolf · 2023 · Applied Network Science
71. Virtual external stimulation promotes the transformation of the brain state from early mild cognitive impairment to health
    Weiping Wang, Weiwei Wang, Haiyan Zhao, Zhen Wang, Xiong Luo, Jipeng Ouyang · 2023 · Brain‐X
72. Littlewood-Offord theory and controllability of random structures
    Sean O’Rourke, Behrouz Touri · 2016 · IEEE Conference on Decision and Control (CDC)
73. Time-Varying Control Scheduling in Complex Dynamical Networks
    Erfan Nozari, Fabio Pasqualetti, Jorge Cortés · 2016 · arXiv (Cornell University)
74. Dynamic Graph Metrics: Tutorial, Toolbox, and Tale
    Ann E. Sizemore, Danielle S. Bassett · 2017 · arXiv (Cornell University)
75. Emerging Frontiers of Neuroengineering: A Network Science of Brain Connectivity
    Danielle S. Bassett, Ankit N. Khambhati, Scott T. Grafton · 2016 · arXiv (Cornell University)
76. Structural controllability predicts functional patterns and brain stimulation benefits associated with working memory
    Lysianne Beynel, Lifu Deng, Courtney A. Crowell, Moritz Dannhauer, Hannah Palmer, Susan A. Hilbig, Angel V. Peterchev, B. Luber, Sarah Hollingsworth Lisanby, Roberto Eduardo Luis Cabeza et al. · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
77. Emergence of Canonical Functional Networks from the Structural Connectome
    Xihe Xie, Pablo F. Damasceno, Chang Cai, Srikantan S. Nagarajan, Ashish Raj · 2020 · bioRxiv (Cold Spring Harbor Laboratory)
78. Mapping the Timescale Organization of Neural Language Models
    Hsiang-Yun Sherry Chien, Jinhan Zhang, Christopher John Honey · 2020 · arXiv (Cornell University)
79. Mindfulness Promotes Control of Brain Network Dynamics for Self-Regulation and Discontinues the Past from the Present
    Dale Zhou, Yoona Kang, Danielle Cosme, Mia Jovanova, Xiaosong He, Arun S. Mahadevan, Ovidia A. Stanoi, Julia K. Brynildsen, Nicole Cooper, Eli J. Cornblath et al. · 2021
80. Cancer-keeping genes as therapeutic targets
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81. Upgrading Voxel-wise Encoding Model via Integrated Integration over Features and Brain Networks
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82. Functional connectivity-based attractor dynamics of the human brain in rest, task, and disease
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83. Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder
    Louisa Schilling, S. Parker Singleton, Ceren Tozlu, Marie Hédo, Qingyu Zhao, Kilian M. Pohl, Keith Wakefield Jamison, Amy F. Kuceyeski · 2024 · bioRxiv (Cold Spring Harbor Laboratory)
84. A general framework for characterizing optimal communication in brain networks
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85. Transdiagnostic white matter controllability deficits across patients with affective and anxiety spectrum disorders
    Biqiu Tang, Hengyi Cao, Shikuang Deng, Wenjing Zhang, Youjin Zhao, Qiyong Gong, Shi Gu, Su Lui · 2024 · Journal of Affective Disorders
86. Learning Backbones: Sparsifying Graphs Through Zero Forcing for Effective Graph-Based Learning
    Obaid Ullah Ahmad, Anwar Said, Mudassir Shabbir, Xenofon Koutsoukos, Waseem Abbas · 2025 · Studies in computational intelligence
87. Lesion-Induced Changes to the Network Controllability of the Right Pars Triangularis in Aphasia
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88. An analysis on the boundary control for nonlinear integro-differential evolution systems with impulsive effects and time delays via fixed point theorems
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89. Network control theory applied to the human connectome: A study on variability and discriminability of fMRI connectomic features under normal and defective sensorineural conditions
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90. High energy consumption characterizes abnormal brain state transitions in temporal lobe epilepsy
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91. Biophysically constrained dynamical modelling of the brain using multimodal magnetic resonance imaging
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92. Structural covariance network topology in individuals at clinical high risk for psychosis: the ENIGMA-CHR Study
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93. Neural dynamics of cognitive control: Current tensions and future promise
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94. Neural fingerprint of the dark triad: Resting state BOLD power (fALFF) alterations in executive and default mode networks
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95. GBrain:A Graph Signal Processing Approach to EEG Based Attention Detection
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96. Feature Construction Using Network Control Theory and Rank Encoding for Graph Machine Learning
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97. Disrupted Energetic and Entropic Landscape in Individuals With Mild Cognitive Impairment: Insights From Network Control Theory
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98. Toward model-based design of causal manipulations of brain circuits with high spatiotemporal precision
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99. From truth to deception: a network control theory perspective on brain connectivity and cognitive dynamics
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100. Population-Level Age Effects on the White Matter Structure Subserving Cognitive Flexibility in the Human Brain
     Tatiana Wolfe, Alexandra Gassel, Maegan L. Calvert, Lee Isaac, George Andrew James, Timothy R. Koscik, Clint Kilts · 2026 · eNeuro