Denman Daniel J, Contreras Diego
Department of Neuroscience, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA, USA.
Cereb Cortex. 2014 Oct;24(10):2707-20. doi: 10.1093/cercor/bht128. Epub 2013 May 19.
Neural responses to sensory stimuli are not independent. Pairwise correlation can reduce coding efficiency, occur independent of stimulus representation, or serve as an additional channel of information, depending on the timescale of correlation and the method of decoding. Any role for correlation depends on its magnitude and structure. In sensory areas with maps, like the orientation map in primary visual cortex (V1), correlation is strongly related to the underlying functional architecture, but it is unclear whether this correlation structure is an essential feature of the system or arises from the arrangement of cells in the map. We assessed the relationship between functional architecture and pairwise correlation by measuring both synchrony and correlated spike count variability in mouse V1, which lacks an orientation map. We observed significant pairwise synchrony, which was organized by distance and relative orientation preference between cells. We also observed nonzero correlated variability in both the anesthetized (0.16) and awake states (0.18). Our results indicate that the structure of pairwise correlation is maintained in the absence of an underlying anatomical organization and may be an organizing principle of the mammalian visual system preserved by nonrandom connectivity within local networks.
神经对感觉刺激的反应并非相互独立。成对相关性可能会降低编码效率,独立于刺激表征而出现,或者作为一种额外的信息通道,这取决于相关性的时间尺度和解码方法。相关性的任何作用都取决于其大小和结构。在具有图谱的感觉区域,如初级视觉皮层(V1)中的方位图谱,相关性与潜在的功能结构密切相关,但尚不清楚这种相关结构是系统的基本特征还是由图谱中细胞的排列产生的。我们通过测量缺乏方位图谱的小鼠V1中的同步性和相关的尖峰计数变异性,评估了功能结构与成对相关性之间的关系。我们观察到显著的成对同步性,其由细胞之间的距离和相对方位偏好组织起来。我们还在麻醉状态(0.16)和清醒状态(0.18)下观察到非零的相关变异性。我们的结果表明,成对相关性的结构在没有潜在解剖组织的情况下得以维持,并且可能是由局部网络内的非随机连接所保留的哺乳动物视觉系统的一种组织原则。