ArticleFrontiers in human neuroscience2023
Beyond passive observation: feedback anticipation and observation activate the mirror system in virtual finger movement control via P300-BCI.
Article in Frontiers in human neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
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7 citing papers in PubMed, 8 citations in OpenAlex.
- Vibrotactile augmentation enhances late-phase control in sequential reaching without accuracy costs.Frontiers in human neuroscience · 2026Article
- Case Report: post-stroke rehabilitation with a visuomotor transformation-based brain-computer interface.Frontiers in human neuroscience · 2026Article
- What Else Is Happening to the Mirror Neurons?-A Bibliometric Analysis of Mirror Neuron Research Trends and Future Directions (1996-2024).Brain and behavior · 2025Article
- Neural signatures of engagement in driving: comparing active control and passive observation.Frontiers in neuroscience · 2025Article
- Exploring the Effects of Action Observation Therapy on Swallowing Disorders in Stroke: A Functional Connectivity-Based fMRI Study.Neural plasticity · 2025Article
- Differences in Mu rhythm when seeing grasping/motor actions in a real context versus on screens.Scientific reports · 2024Article
- Yes or no? A study of ErrPs in the "guess what I am thinking" paradigm with stimuli of different visual content.Frontiers in psychology · 2024Article
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Authors and funding
4 authors at 2 institutions in 1 country.
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No grant is acknowledged in the PubMed record.
Abstract
Action observation (AO) is widely used as a post-stroke therapy to activate sensorimotor circuits through the mirror neuron system. However, passive observation is often considered to be less effective and less interactive than goal-directed movement observation, leading to the suggestion that observation of goal-directed actions may have stronger therapeutic potential, as goal-directed AO has been shown to activate mechanisms for monitoring action errors. Some studies have also suggested the use of AO as a form of Brain-computer interface (BCI) feedback. In this study, we investigated the potential for observation of virtual hand movements within a P300-based BCI as a feedback system to activate the mirror neuron system. We also explored the role of feedback anticipation and estimation mechanisms during movement observation. Twenty healthy subjects participated in the study. We analyzed event-related desynchronization and synchronization (ERD/S) of sensorimotor EEG rhythms and Error-related potentials (ErrPs) during observation of virtual hand finger flexion presented as feedback in the P300-BCI loop and compared the dynamics of ERD/S and ErrPs during observation of correct feedback and errors. We also analyzed these EEG markers during passive AO under two conditions: when subjects anticipated the action demonstration and when the action was unexpected. A pre-action mu-ERD was found both before passive AO and during action anticipation within the BCI loop. Furthermore, a significant increase in beta-ERS was found during AO within incorrect BCI feedback trials. We suggest that the BCI feedback may exaggerate the passive-AO effect, as it engages feedback anticipation and estimation mechanisms as well as movement error monitoring simultaneously. The results of this study provide insights into the potential of P300-BCI with AO-feedback as a tool for neurorehabilitation.
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