ArticleFrontiers in neuroscience2021
Neural Coding of Vibration Intensity.
Article in Frontiers in neuroscience, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 31 citations in OpenAlex.
- Evaluating haptic experience using EEG and deep learning across multiple modalities: linking stimulus and self-reports.Frontiers in neuroscience · 2026Article
- Decoding user satisfaction during reading of pre-defined question-answer pairs: BCI approach using delta and gamma EEG.Frontiers in neuroscience · 2026Article
- High-gamma electrocorticography activity represents perceived vibration intensity in human somatosensory cortex.medRxiv : the preprint server for health sciences · 2025Article
- Somatosensory cross-modal activation and changes in cortical somatosensory evoked potential responses in single-sided deafness: an EEG study.Frontiers in neuroscience · 2025Article
- Neural basis of lower-limb visual feedback therapy: an EEG study in healthy subjects.Journal of neuroengineering and rehabilitation · 2024Article
- EEG correlates to perceived urgency elicited by vibration stimulation of the upper body.Scientific reports · 2024Article
- Neural correlates of thermal stimulation during active touch.Frontiers in neuroscience · 2023Article
- Neural correlates of perceptual texture change during active touch.Frontiers in neuroscience · 2023Article
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Vibrotactile feedback technology has become widely used in human-computer interaction due to its low cost, wearability, and expressiveness. Although neuroimaging studies have investigated neural processes associated with different types of vibrotactile feedback, encoding vibration intensity in the brain remains largely unknown. The aim of this study is to investigate neural processes associated with vibration intensity using electroencephalography. Twenty-nine healthy participants (aged 18-40 years, nine females) experienced vibrotactile feedback at the distal phalanx of the left index finger with three vibration intensity conditions: no vibration, low-intensity vibration (1.56 g), and high-intensity vibration (2.26 g). The alpha and beta band event-related desynchronization (ERD) as well as P2 and P3 event-related potential components for each of the three vibration intensity conditions are obtained. Results demonstrate that the ERD in the alpha band in the contralateral somatosensory and motor cortex areas is significantly associated with the vibration intensity. The average power spectral density (PSD) of the peak period of the ERD (400-600 ms) is significantly stronger for the high- and low-vibration intensity conditions compared to the no vibration condition. Furthermore, the average PSD of the ERD rebound (700-2,000 ms) is significantly maintained for the high-vibration intensity compared to low-intensity and no vibration conditions. Beta ERD signals the presence of vibration. These findings inform the development of quantitative measurements for vibration intensities based on neural signals.
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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.