Mechanisms of visual motion detection

Visual motion is processed by neurons in primary visual cortex that are sensitive to spatial orientation and speed. Many models of local velocity computation are based on a second stage that pools the outputs of first-stage neurons selective for different orientations, but the nature of this pooling...

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Veröffentlicht in:Nature neuroscience 2000-01, Vol.3 (1), p.64-68
Hauptverfasser: Schrater, Paul R, Knill, David C, Simoncelli, Eero P
Format: Artikel
Sprache:eng
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Zusammenfassung:Visual motion is processed by neurons in primary visual cortex that are sensitive to spatial orientation and speed. Many models of local velocity computation are based on a second stage that pools the outputs of first-stage neurons selective for different orientations, but the nature of this pooling remains controversial. In a human psychophysical detection experiment, we found near-perfect summation of image energy when it was distributed uniformly across all orientations, but poor summation when it was concentrated in specific orientation bands. The data are consistent with a model that integrates uniformly over all orientations, even when this strategy is sub-optimal.
ISSN:1097-6256
1546-1726
DOI:10.1038/71134