ArticleFrontiers in neuroscience2017
Anodal Transcranial Direct Current Stimulation Increases Bilateral Directed Brain Connectivity during Motor-Imagery Based Brain-Computer Interface Control.
Article in Frontiers in neuroscience, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
23 citing papers in PubMed, 38 citations in OpenAlex.
- Efficacy of kinesthetic motor imagery based brain computer interface combined with tDCS on upper limb function in subacute stroke.Scientific reports · 2025Trial
- Towards neuromorphic neurotechnologies: integrating brain-inspired computing with brain-computer interfaces.npj biomedical innovations · 2026Review
- The Influence of M1 and DLPFC iTBS on BCI Performance: A TMS and fNIRS Study.Translational stroke research · 2026Article
- Understanding the effects of transcranial direct current stimulation on the neurovascular unit: a narrative review.Frontiers in neuroscience · 2025Review
- Can vibrotactile stimulation and tDCS help inefficient BCI users?Journal of neuroengineering and rehabilitation · 2023Article
- On closed-loop brain stimulation systems for improving the quality of life of patients with neurological disorders.Frontiers in human neuroscience · 2023Review
- Effects of neurofeedback training combined with transcranial direct current stimulation on motor imagery: A randomized controlled trial.Frontiers in neuroscience · 2023Article
- Sensory Processing Disorders in Children and Adolescents: Taking Stock of Assessment and Novel Therapeutic Tools.Brain sciences · 2022Review
- Dataset of concurrent EEG, ECG, and behavior with multiple doses of transcranial electrical stimulation.Scientific data · 2021Article
- The effects of direct current stimulation and random noise stimulation on attention networks.Scientific reports · 2021Article
- Transcranial Direct Current Stimulation on Parkinson's Disease: Systematic Review and Meta-Analysis.Frontiers in neurology · 2021Article
- Progress in Brain Computer Interface: Challenges and Opportunities.Frontiers in systems neuroscience · 2021Review
- Functional Connectivity Analysis in Motor-Imagery Brain Computer Interfaces.Frontiers in human neuroscience · 2021Article
- Functional Connectivity Analysis on Resting-State Electroencephalography Signals Following Chiropractic Spinal Manipulation in Stroke Patients.Brain sciences · 2020Article
- Neuromodulation Management of Chronic Neuropathic Pain in The Central Nervous system.Advanced functional materials · 2020Article
- Task load modulates tDCS effects on brain network for phonological processing.Cognitive processing · 2020Article
- Article
- BrainWave Nets: Are Sparse Dynamic Models Susceptible to Brain Manipulation Experimentation?Frontiers in systems neuroscience · 2020Article
- Article
- Beyond the target area: an integrative view of tDCS-induced motor cortex modulation in patients and athletes.Journal of neuroengineering and rehabilitation · 2019Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 1 institution in 1 country.
Funding
Abstract
Transcranial direct current stimulation (tDCS) has been shown to affect motor and cognitive task performance and learning when applied to brain areas involved in the task. Targeted stimulation has also been found to alter connectivity within the stimulated hemisphere during rest. However, the connectivity effect of the interaction of endogenous task specific activity and targeted stimulation is unclear. This study examined the aftereffects of concurrent anodal high-definition tDCS over the left sensorimotor cortex with motor network connectivity during a one-dimensional EEG based sensorimotor rhythm brain-computer interface (SMR-BCI) task. Directed connectivity following anodal tDCS illustrates altered connections bilaterally between frontal and parietal regions, and these alterations occur in a task specific manner; connections between similar cortical regions are altered differentially during left and right imagination trials. During right-hand imagination following anodal tDCS, there was an increase in outflow from the left premotor cortex (PMC) to multiple regions bilaterally in the motor network and increased inflow to the stimulated sensorimotor cortex from the ipsilateral PMC and contralateral sensorimotor cortex. During left-hand imagination following anodal tDCS, there was increased outflow from the stimulated sensorimotor cortex to regions across the motor network. Significant correlations between connectivity and the behavioral measures of total correct trials and time-to-hit (TTH) correct trials were also found, specifically that the input to the left PMC correlated with decreased right hand imagination performance and that flow from the ipsilateral posterior parietal cortex (PPC) to midline sensorimotor cortex correlated with improved performance for both right and left hand imagination. These results indicate that tDCS interacts with task-specific endogenous activity to alter directed connectivity during SMR-BCI. In order to predict and maximize the targeted effect of tDCS, the interaction of stimulation with the dynamics of endogenous activity needs to be examined comprehensively and understood.
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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.