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A Vibrotactile Feedback Device for Seated Balance Assessment and Training
Published on: January 20, 2019
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Neural mechanisms of vibrotactile categorization
Patrick S Malone1, Silvio P Eberhardt2, Klaus Wimmer3,4,5
1Department of Neuroscience, Georgetown University Medical Center, Washington, District of Columbia.
Human Brain Mapping
|March 29, 2019
Summary
This study shows that the brain categorizes touch, like vision and sound, using a two-stage process. This finding suggests a unified theory for how we perceive the world through different senses.
Area of Science:
- Neuroscience
- Cognitive Science
- Sensory Processing
Background:
- Perceptual categorization is crucial for cognition.
- A two-stage model (bottom-up feature detection, top-down categorization) is established for visual and auditory systems.
- The applicability of this model to the somatosensory system remained unclear.
Purpose of the Study:
- To investigate if a two-stage processing hierarchy underlies somatosensory perceptual categorization.
- To test the hypothesis using vibrotactile stimuli.
Main Methods:
- Functional magnetic resonance imaging (fMRI) in 14 human participants.
- Participants trained to categorize vibrotactile stimuli on their forearm.
- Representational similarity analysis and functional connectivity estimation.
Main Results:
- Stimulus selectivity identified in somatosensory and association cortices (e.g., precentral, postcentral gyri).
- A distinct category-selective region found in the left ventral precentral gyrus.
- Evidence for top-down functional connectivity from higher-order to sensory areas.
Conclusions:
- The findings support a two-stage model for somatosensory perceptual categorization.
- Suggests common computational principles across sensory modalities.
- Supports a unified theory of perceptual categorization.
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