How MT cells analyze the motion of visual patterns

被引:371
作者
Rust, Nicole C.
Mante, Valerio
Simoncelli, Eero P.
Movshon, J. Anthony
机构
[1] NYU, Howard Hughes Med Inst, New York, NY 10003 USA
[2] NYU, Ctr Neural Sci, New York, NY 10003 USA
[3] Univ Zurich, Inst Neuroinformat, CH-8057 Zurich, Switzerland
[4] Federal Inst Technol, CH-8057 Zurich, Switzerland
关键词
D O I
10.1038/nn1786
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Neurons in area MT ( V5) are selective for the direction of visual motion. In addition, many are selective for the motion of complex patterns independent of the orientation of their components, a behavior not seen in earlier visual areas. We show that the responses of MT cells can be captured by a linear-nonlinear model that operates not on the visual stimulus, but on the afferent responses of a population of nonlinear V1 cells. We fit this cascade model to responses of individual MT neurons and show that it robustly predicts the separately measured responses to gratings and plaids. The model captures the full range of pattern motion selectivity found in MT. Cells that signal pattern motion are distinguished by having convergent excitatory input from V1 cells with a wide range of preferred directions, strong motion opponent suppression and a tuned normalization that may reflect suppressive input from the surround of V1 cells.
引用
收藏
页码:1421 / 1431
页数:11
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