Separable dimensions for motion selectivity in macaque MT neurons

R Goris, J A Movshon and E P Simoncelli

Published in Annual Meeting, Neuroscience, Oct 2012.

Processing of visual motion takes place in multiple stages in the primate brain. Neurons in primary visual cortex (V1) and in area MT (V5), are selective for the speed and direction of visual motion. V1 neurons only respond to the motion of the individual oriented components that constitute a complex pattern, while many MT neurons can signal the overall motion of such a pattern. Models of MT computation attribute this capability to the organization of the spatiotemporal receptive field. In V1 neurons, selectivity for sinusoidal gratings is commonly described as the separable product of selectivities for orientation, spatial frequency and temporal frequency. MT neurons that are sensitive to pattern motion may also be tuned to spatiotemporal frequencies that are separably organized not in Cartesian coordinates, but rather around the spatiotemporal frequency plane that corresponds to their preferred velocity.

To test this hypothesis, we studied the spatiotemporal frequency tuning of MT neurons and directionally selective V1 cells in anesthetized macaques, using individual briefly presented sinusoidal gratings as stimuli. We tailored the stimulus ensemble to each cell's response characteristics and compared the Cartesian- and planar-separable models of neuronal tuning. In V1, our results depended on the cells' selectivity. For cells narrowly tuned for orientation and spatial frequency, both models make similar predictions and cannot be distinguished. When tuning was broader, however, the Cartesian-separable model consistently provided a better description of cell responses than the planar model. Most MT neurons were relatively broadly tuned in both orientation and spatial frequency, allowing the models to be distinguished. Some MT neurons were better described by the planar model than the Cartesian model. Others, however, displayed the separable spatiotemporal receptive field structure seen in V1, despite broad tuning. A few cells could not be classified. We wondered whether the cells showing planar-separable tuning might be more pattern selective than those showing Cartesian separability, but we found no such relationship. We conclude that some (but not all) MT cells' tuning is organized, as predicted, according to their velocity preferences.


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