Adaptive coding across visual features during free-viewing and fixation conditions

被引:4
|
作者
Nigam, Sunny [1 ]
Milton, Russell [1 ]
Pojoga, Sorin [1 ]
Dragoi, Valentin [1 ,2 ]
机构
[1] Univ Texas Houston, Anat McGovern Med Sch, Dept Neurobiol, Houston, TX 77030 USA
[2] Rice Univ, Dept Elect & Comp Engn, Houston, TX 77005 USA
关键词
NATURAL IMAGE STATISTICS; CONTRAST ADAPTATION; ORIENTATION; COLOR; CORTEX; ATTENTION; VARIABILITY; INFORMATION; PLASTICITY; DISCHARGE;
D O I
10.1038/s41467-022-35656-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Theoretical studies have long proposed that adaptation allows the brain to effectively use the limited response range of sensory neurons to encode widely varying natural inputs. However, despite this influential view, experimental studies have exclusively focused on how the neural code adapts to a range of stimuli lying along a single feature axis, such as orientation or contrast. Here, we performed electrical recordings in macaque visual cortex (area V4) to reveal significant adaptive changes in the neural code of single cells and populations across multiple feature axes. Both during free viewing and passive fixation, populations of cells improved their ability to encode image features after rapid exposure to stimuli lying on orthogonal feature axes even in the absence of initial tuning to these stimuli. These results reveal a remarkable adaptive capacity of visual cortical populations to improve network computations relevant for natural viewing despite the modularity of the functional cortical architecture. How the visual system adapts to stimuli along multiple feature axes during natural viewing is poorly understood. Here, the authors show significant enhancement of stimulus coding of image features in visual cortex after rapid exposure to an orthogonal feature.
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页数:12
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