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Updated: Sep 1, 2025

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Statistical Modelling of Cortical Connectivity Using Non-invasive Electroencephalograms
Published on: November 1, 2019
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A new model for freedom of movement using connectomic analysis
Diego Alonzo Rodríguez-Méndez1, Daniel San-Juan2, Mark Hallett3
1Facultad de Ciencias, Universidad Autónoma del Estado de México, Toluca, Estado de México, México.
Peerj
|August 17, 2022
Summary
Neuroscience research reveals the brain
Area of Science:
- Neuroscience
- Cognitive Science
- Network Science
Background:
- The question of free will has long been debated in philosophy.
- Neuroscience offers new insights into the neural underpinnings of cognitive processes.
- Connectomics provides detailed analysis of brain connectivity networks.
Purpose of the Study:
- To identify the brain's connectivity network involved in volitional movement using connectomics.
- To analyze the network from motivation and execution to the development of agency.
- To map the neuroanatomical basis of volitional processes.
Main Methods:
- Construction of a "volitional network" using the Brainnetome Atlas database.
- Division of the volitional process into eight distinct stages.
- Application of Graph Theory to measure structural properties of the network.
Main Results:
- The identified volitional network exhibits small-world properties and comprises four communities.
- Right hemisphere nodes are distributed across three communities, while left hemisphere nodes are in two.
- The nucleus accumbens shows high connectivity, and specific processes (Decision, Agency Modulation) display less connectivity.
Conclusions:
- The study elucidates the network architecture underlying volitional action and agency.
- Asymmetrical hemispheric involvement in the volitional network is observed.
- Reduced connectivity in decision-making and agency modulation may relate to agency perception mechanisms.
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