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Development of the brain network control theory and its implications

Zhoukang Wu, Liangjiecheng Huang, Min Wang, Xiaosong He

2024Psychoradiology16 citationsDOIOpen Access PDF

Abstract

Brain network control theory (NCT) is a groundbreaking field in neuroscience that employs system engineering and cybernetics principles to elucidate and manipulate brain dynamics. This review examined the development and applications of NCT over the past decade. We highlighted how NCT has been effectively utilized to model brain dynamics, offering new insights into cognitive control, brain development, the pathophysiology of neurological and psychiatric disorders, and neuromodulation. Additionally, we summarized the practical implementation of NCT using the nctpy package. We also presented the doubts and challenges associated with NCT and efforts made to provide better empirical validations and biological underpinnings. Finally, we outlined future directions for NCT, covering its development and applications.

Topics & Concepts

Network theoryControl (management)Computer scienceCognitive sciencePsychologyArtificial intelligenceMathematicsStatisticsFunctional Brain Connectivity StudiesNeural dynamics and brain functionEEG and Brain-Computer Interfaces