Related Experiment Video
Updated: Feb 23, 2026

Intravital Two-Photon Imaging of Touch Sensory Axon Morphology in Mouse Skin
Published on: December 30, 2025
The neural code for tactile roughness in the somatosensory nerves
Justin D Lieber1, Xinyue Xia2, Alison I Weber3
1Committee on Computational Neuroscience, University of Chicago, Chicago, Illinois.
Neural activity variation across and within tactile nerve fibers determines perceived surface roughness. This variation-based code explains human judgments of texture, revealing how the somatosensory system processes tactile information.
Area of Science:
- Neuroscience
- Sensory Physiology
- Biophysics
Background:
- Roughness is a key perceptual feature of surface texture, yet its precise physical and neural basis remains unclear.
- Understanding the neural coding of tactile roughness is crucial for deciphering somatosensory perception.
- Existing models lack a comprehensive explanation for the neural mechanisms underlying roughness perception.
Purpose of the Study:
- To identify the neural determinants of tactile roughness perception in the somatosensory system.
- To correlate neural activation patterns in tactile nerve fibers with human psychophysical judgments of roughness.
- To elucidate how variations in neural activity across and within nerve fibers contribute to the perception of surface texture.
Main Methods:
- Recorded neural activity patterns from tactile nerve fibers in anesthetized Rhesus macaques exposed to diverse natural textures.
- Collected psychophysical data on perceived roughness from human observers for the same set of textures.
- Analyzed the relationship between neural response variations (population and temporal) and human roughness judgments.
Main Results:
- Perceived tactile roughness is determined by the variation in neural population responses, weighted by specific fiber types.
- Higher variation in neural activity across nerve fibers and over time correlates with increased perceived roughness.
- The proposed variation-based neural code accurately predicts both magnitude estimates and discrimination performance of roughness.
Conclusions:
- The neural code for tactile roughness relies on the variability of signals within and across different types of tactile nerve fibers.
- This finding provides a mechanistic explanation for how the brain constructs the perception of surface texture.
- The integration of signals from multiple nerve fiber populations underlies the exquisite sensitivity of touch to surface microstructures.
Related Concept Videos
Somatosensation
Sensory Functions of the Skin
There are two main categories of receptors on the skin: capsulated and non-capsulated. The non-capsulated ones are mainly the pain receptors. The capsulated ones can be further categorized based on the...
Tactile and Chemical Senses
Sensory Perception: Organization of the Somatosensory System
The receptor level:
The receptor level is the first stage of sensation. It involves the detection of a stimulus by specialized sensory receptors. The stimulus must arrive within the receptor's receptive field. Next, the receptor converts the energy of the...
Overview of Somatic Sensory Pathways
The somatosensory system is divided into three main pathways: the dorsal (or posterior) column-medial lemniscus, spinothalamic (or anterolateral), and spinocerebellar pathways.
The dorsal...
Major Somatic Sensory Pathways

