Emergence of an Invariant Representation of Texture in Primate Somatosensory Cortex

被引:15
|
作者
Lieber, Justin D. [1 ]
Bensmaia, Sliman J. [1 ,2 ]
机构
[1] Univ Chicago, Comm Computat Neurosci, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Organismal Biol & Anat, Chicago, IL 60637 USA
关键词
neural coding; invariance; touch; neural computation; neural manifolds; TACTILE ROUGHNESS; RECEPTIVE-FIELDS; MECHANORECEPTIVE AFFERENTS; FREQUENCY-SELECTIVITY; CONTRAST SENSITIVITY; SINUSOIDAL MOVEMENT; MONKEYS FINGERPAD; GANGLION-CELLS; GLABROUS SKIN; HUMAN HAND;
D O I
10.1093/cercor/bhz305
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
A major function of sensory processing is to achieve neural representations of objects that are stable across changes in context and perspective. Small changes in exploratory behavior can lead to large changes in signals at the sensory periphery, thus resulting in ambiguous neural representations of objects. Overcoming this ambiguity is a hallmark of human object recognition across sensory modalities. Here, we investigate how the perception of tactile texture remains stable across exploratory movements of the hand, including changes in scanning speed, despite the concomitant changes in afferent responses. To this end, we scanned a wide range of everyday textures across the fingertips of rhesus macaques at multiple speeds and recorded the responses evoked in tactile nerve fibers and somatosensory cortical neurons (from Brodmann areas 3b, 1, and 2). We found that individual cortical neurons exhibit a wider range of speed-sensitivities than do nerve fibers. The resulting representations of speed and texture in cortex are more independent than are their counterparts in the nerve and account for speed-invariant perception of texture. We demonstrate that this separation of speed and texture information is a natural consequence of previously described cortical computations.
引用
收藏
页码:3228 / 3239
页数:12
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