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Updated: Aug 5, 2026

Cross-Modal Multivariate Pattern Analysis
Published on: November 9, 2011
Spatial Preference-Weighted Representation of Multiple Stimuli in Cortical Area MT
Steven Wiesner1, Bikalpa Ghimire1, Xin Huang2
1Department of Neuroscience, University of Wisconsin-Madison, Madison, Wisconsin 53705.
Abstract:
Segregating objects from one another and the background is essential for perception. In natural scenes, it is common to encounter spatially separated stimuli, such as distinct figure-ground regions, adjacent objects, and partial occlusions. Neurons in the mid- and high-level visual cortex have large receptive fields (RFs) that often encompass multiple, spatially separated stimuli. It is unclear how neurons represent and segregate multiple stimuli within their RFs and the role of spatial cues. We recorded neuronal responses in middle-temporal (MT) cortex of male rhesus macaques to spatially separated random-dot stimuli that moved simultaneously in two directions. We found that across motion directions, responses to bidirectional stimuli were systematically biased toward the component located at the neuron's preferred RF subregion. The sign and magnitude of this spatial-location bias were predicted by the neuron's spatial preference for single stimuli presented in isolation. The bias persisted when attention was directed away from the RF, changed predictably when the motion border shifted within the RF, and developed over time, indicating a stimulus-driven spatial weighting mechanism. Bidirectional responses were well described by a spatial preference-weighted normalization model, in which the responses elicited by individual components are weighted and combined according to the neuron's spatial preference. Bidirectional stimuli also reduced model-inferred gain variability, suggesting potential engagement of response-stabilizing mechanisms. These results show that MT neurons capitalize on RF spatial selectivity to represent multiple motion components. Across a neuron population with diverse spatial preferences, this coding strategy provides a neural substrate for segregating spatially separated moving stimuli.
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