ArticleSocial cognitive and affective neuroscience2024
Zygomaticus activation through facial neuromuscular electrical stimulation (fNMES) induces happiness perception in ambiguous facial expressions and affects neural correlates of face processing.
Article in Social cognitive and affective neuroscience, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed, 7 citations in OpenAlex.
- Restricting facial mimicry does not impair emotion recognition or influence the evaluation of human affect vocalizations and instrumental sounds.Scientific reports · 2026Article
- A dual-stream temporal attention LSTM with visual feature enhancement for depression screening in incarcerated populations.Frontiers in psychology · 2026Article
- Functional electrical stimulation for major depressive disorder: Protocol for a pilot randomized controlled trial.PloS one · 2026Article
- duet: An R package for dyadic analysis of motion data generated by OpenPose.Behavior research methods · 2025Article
- Diagnostic status influences rapport and communicative behaviours in dyadic interactions between autistic and non-autistic people.PloS one · 2025Article
- Face Processing in Prematurely Born Individuals-A Systematic Review.Brain sciences · 2024Review
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Authors and funding
6 authors at 3 institutions in 3 countries.
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Abstract
The role of facial feedback in facial emotion recognition remains controversial, partly due to limitations of the existing methods to manipulate the activation of facial muscles, such as voluntary posing of facial expressions or holding a pen in the mouth. These procedures are indeed limited in their control over which muscles are (de)activated when and to what degree. To overcome these limitations and investigate in a more controlled way if facial emotion recognition is modulated by one's facial muscle activity, we used computer-controlled facial neuromuscular electrical stimulation (fNMES). In a pre-registered EEG experiment, ambiguous facial expressions were categorised as happy or sad by 47 participants. In half of the trials, weak smiling was induced through fNMES delivered to the bilateral Zygomaticus Major muscle for 500 ms. The likelihood of categorising ambiguous facial expressions as happy was significantly increased with fNMES, as shown with frequentist and Bayesian linear mixed models. Further, fNMES resulted in a reduction of P1, N170 and LPP amplitudes. These findings suggest that fNMES-induced facial feedback can bias facial emotion recognition and modulate the neural correlates of face processing. We conclude that fNMES has potential as a tool for studying the effects of facial feedback.
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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.