Journal of NeuroscienceNeurosciencePeer-reviewed journal article
Functional clusters of neurons in layer 6 of macaque V1
Michael J. HawkeniD, Robert M. ShapleyiD, Anita A. DisneyiD, Virginia García‐MaríniD, JA Henrie, Christopher A. HenryiD, Elizabeth M Johnson, Siddhartha JoshiiD, Jenna G. KellyiD, Dario L. RingachiD, Dajun XingiD
Abstract
AbstracLayer 6 appears to perform a very important role in the function of macaque primary visual cortex, V1, but not enough is understood about the functional characteristics of neurons in the layer 6 population. It is unclear to what extent the population is homogeneous with respect to their visual properties or if one can identify distinct sub-populations. Here we performed a cluster analysis based on measurements of the responses of single neurons in layer 6 of primary visual cortex to achromatic grating stimuli that varied in orientation, direction of motion, spatial and temporal frequency, and contrast. The visual stimuli were presented in a stimulus window that was also varied in size. Using the responses to parametric variation in these stimulus variables we extracted a number of tuning response measures and used them in the cluster analysis. Six main clusters emerged along with some smaller clusters. Additionally we asked whether parameter distributions from each of the clusters were statistically different. There were clear separations of parameters between some of the clusters, particularly for f1/f0 ratio, direction selectivity, and temporal frequency bandwidth but other dimensions also showed differences between clusters. Our data suggest that in layer 6, across the spatial extent of a single cortical hypercolumn, there are multiple parallel circuits that provide information about different aspects of the visual stimulus.
- organism: non-human primate
- assay: electronic health records
- research focus: clustering
- approach: statistical model
- Citations
- 19
- FWCI
- 1.88
- Field percentile
- top 16%
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