Committee on Computational Neuroscience, University of Chicago, Chicago, IL, USA.
Medical Scientist Training Program, University of Chicago, Chicago, IL, USA.
Nat Commun. 2022 Mar 14;13(1):1311. doi: 10.1038/s41467-022-28873-w.
Humans are exquisitely sensitive to the microstructure and material properties of surfaces. In the peripheral nerves, texture information is conveyed via two mechanisms: coarse textural features are encoded in spatial patterns of activation that reflect their spatial layout, and fine features are encoded in highly repeatable, texture-specific temporal spiking patterns evoked as the skin moves across the surface. Here, we examined whether this temporal code is preserved in the responses of neurons in somatosensory cortex. We scanned a diverse set of everyday textures across the fingertip of awake macaques while recording the responses evoked in individual cortical neurons. We found that temporal spiking patterns are highly repeatable across multiple presentations of the same texture, with millisecond precision. As a result, texture identity can be reliably decoded from the temporal patterns themselves, even after information carried in the spike rates is eliminated. However, the combination of rate and timing is more informative than either code in isolation. The temporal precision of the texture response is heterogenous across cortical neurons and depends on the submodality composition of their input and on their location along the somatosensory neuraxis. Furthermore, temporal spiking patterns in cortex dilate and contract with decreases and increases in scanning speed, respectively, and this systematic relationship between speed and patterning may contribute to the observed perceptual invariance to speed. Finally, we find that the quality of a texture percept can be better predicted when these temporal patterns are taken into consideration. We conclude that high-precision spike timing complements rate-based signals to encode texture in somatosensory cortex.
人类对外界表面的微观结构和材料特性非常敏感。在周围神经系统中,纹理信息通过两种机制进行编码:粗糙纹理特征通过反映其空间布局的激活空间模式进行编码,而精细特征则通过作为皮肤在表面上移动时诱发的高度可重复的、特定于纹理的时间尖峰模式进行编码。在这里,我们研究了这种时间编码是否在体感皮层神经元的反应中得到保留。我们在清醒猕猴的指尖上扫描了一系列不同的日常纹理,同时记录了单个皮质神经元诱发的反应。我们发现,时间尖峰模式在多次呈现相同纹理时具有高度的可重复性,精度可达毫秒级。因此,即使消除了尖峰率中携带的信息,也可以从时间模式本身可靠地解码出纹理身份。然而,与单独使用任何一种编码相比,组合使用率和定时信息更具信息量。纹理响应的时间精度在皮质神经元之间是异构的,取决于其输入的亚模态组成以及它们在体感神经轴上的位置。此外,皮质中的时间尖峰模式分别随着扫描速度的降低和增加而扩张和收缩,这种速度与模式之间的系统关系可能有助于观察到对速度的感知不变性。最后,我们发现,当考虑到这些时间模式时,可以更好地预测纹理感知的质量。我们的结论是,高精度的尖峰时间可以补充基于速率的信号,从而在体感皮层中对纹理进行编码。