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Contextual modulation of sensitivity to naturalistic image structure in macaque V2
Corey M Ziemba1,2, Jeremy Freeman1, Eero P Simoncelli1,2
1Center for Neural Science, New York University , New York, New York.
Journal of Neurophysiology
|April 12, 2018
Summary
Neurons in visual area V2, but not V1, show enhanced sensitivity to naturalistic images. This preference strengthens with stimulus size, indicating a role for larger receptive fields and contextual modulation in V2 for processing complex visual textures.
Area of Science:
- Neuroscience
- Computational Neuroscience
- Visual Perception
Background:
- Neuronal responses in the primary visual cortex (V1) are selective but influenced by extra-classical receptive field input.
- Understanding how selectivity is modified in later visual areas like V2 is less understood.
- V2 neurons may represent higher-order statistical dependencies in natural images.
Purpose of the Study:
- To investigate the role of stimulus size in V2 neuronal responses to naturalistic versus noise images.
- To explore the influence of the receptive field surround on V2 selectivity for natural textures.
- To elucidate the mechanisms underlying V2's enhanced sensitivity to complex visual structures.
Main Methods:
- Recording neuronal activity in V2 and V1.
- Presenting naturalistic and noise stimuli of varying sizes.
- Analyzing stimulus-evoked responses and surround modulation.
- Examining response latency and time course.
Main Results:
- V2 neurons showed a modest preference for naturalistic over noise stimuli at small sizes, which strengthened with increasing size.
- Surround suppression was more pronounced for noise stimuli than for naturalistic stimuli.
- The preference for large naturalistic stimuli developed with a delayed time course, suggesting lateral or feedback connections.
Conclusions:
- V2 neurons exhibit a size-dependent preference for naturalistic stimuli, mediated by mechanisms extending beyond the classical receptive field.
- The receptive field surround in V2 plays a distinct role in processing complex image statistics, unlike in V1.
- These findings suggest a spatially broad facilitatory mechanism in V2 contributes to sensitivity for natural visual textures.
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