ArticleBrain sciences2022
Effects of Motor Imagery Tasks on Brain Functional Networks Based on EEG Mu/Beta Rhythm.
Article in Brain sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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Who cites it
14 citing papers in PubMed, 41 citations in OpenAlex.
- The reorganization mechanism of brain functional networks by long term actual exercise and exercise imagination training: spectrum and network topology analysis based on EEG.Journal of neuroengineering and rehabilitation · 2026Trial
- EEG-ShuffleFormer: A Multi-View Hybrid Network Integrating Time-Frequency and Raw Signal Representations for Few-Channel Motor Imagery EEG Classification.Bioengineering (Basel, Switzerland) · 2026Article
- EEG coherence signatures of sport-specific motor imagery in elite freestyle skiing aerials athletes.Frontiers in neuroscience · 2026Article
- Review
- Exploring neural activity changes during motor imagery-based brain-computer interface training with robotic hand for upper limb rehabilitation in ischemic stroke patients: a pilot study.Frontiers in human neuroscience · 2025Article
- The mind & muscles: Introducing a validated EEG/EMG protocol for recording cognitive-muscular interactions in experimental archaeology.PloS one · 2025Article
- Brain state and dynamic transition patterns of motor imagery revealed by the bayes hidden markov model.Cognitive neurodynamics · 2024Article
- Exploring Feature Selection and Classification Techniques to Improve the Performance of an Electroencephalography-Based Motor Imagery Brain-Computer Interface System.Sensors (Basel, Switzerland) · 2024Article
- A brain functional network feature extraction method based on directed transfer function and graph theory for MI-BCI decoding tasks.Frontiers in neuroscience · 2024Article
- EEG Amplitude Modulation Analysis across Mental Tasks: Towards Improved Active BCIs.Sensors (Basel, Switzerland) · 2023Article
- Motor-Related Mu/Beta Rhythm in Older Adults: A Comprehensive Review.Brain sciences · 2023Review
- Neural oscillations during acupuncture imagery partially parallel that of real needling.Frontiers in neuroscience · 2023Article
- Repetitive Peripheral Magnetic Stimulation Combined with Motor Imagery Changes Resting-State EEG Activity: A Randomized Controlled Trial.Brain sciences · 2022Article
- Brain Function and Upper Limb Deficit in Stroke With Motor Execution and Imagery: A Cross-Sectional Functional Magnetic Resonance Imaging Study.Frontiers in neuroscience · 2022Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
Motor imagery (MI) refers to the mental rehearsal of movement in the absence of overt motor action, which can activate or inhibit cortical excitability. EEG mu/beta oscillations recorded over the human motor cortex have been shown to be consistently suppressed during both the imagination and performance of movements, although the specific effect on brain function remains to be confirmed. In this study, Granger causality (GC) was used to construct the brain functional network of subjects during motor imagery and resting state based on EEG in order to explore the effects of motor imagery on brain function. Parameters of the brain functional network were compared and analyzed, including degree, clustering coefficient, characteristic path length and global efficiency of EEG mu/beta rhythm in different states. The results showed that the clustering coefficient and efficiency of EEG mu/beta rhythm decreased significantly during motor imagery (
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.