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首页> 外文期刊>Journal of vision >Neural population dynamics change perceived orientation
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Neural population dynamics change perceived orientation

机译:神经种群动态改变感知取向

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Recurrent connections are known to play a role in the coding of orientation in primary visual cortex (e.g. for contrast invariance) but many questions remain regarding their precise functional role and possible byproducts. Previously, we implemented a recurrent model of orientation selectivity and tested responses to pairs of gratings presented briefly in succession (adapter and test). The model generated repulsive shifts in tuning curves that matched those found experimentally in V1. Unlike the shifts produced with long adaptation periods (thought to underlie the tilt after-effect [TAE]), which are well accounted for by plasticity, the repulsive shifts we observed were the result of slow population dynamics only. These effects on tuning curves gave rise to attractive shifts in the population response towards the adapter, suggesting that perception of the test orientation should -under such conditions- be biased towards the adapted orientation. Methods: To test this prediction, we asked human subjects to determine which of two Gabors (test and reference) presented simultaneously for a short period of time (í°4;100 ms) at either side of the fixation dot was tilted more clockwise. Crucially, the test was preceded by another oriented Gabor (adapter) in the same location (í°4;100 ms), while the reference was preceded by a non-oriented pattern matched for contrast and spatial frequency. Both test and reference were succeeded by non-oriented patterns to reduce afterimages. Results: The psychometric curves exhibited significant shifts consistent with an attraction of perceived orientation of the test towards the adapter. The observed effect matches the predicted effect of population dynamics, and is opposite in direction to the more commonly studied TAE. Conclusion: Population dynamics affect the coding of information and behavioral responses at fast timescales and can produce adaptation-like effects even without any form of neural plasticity.
机译:已知循环连接在初级视觉皮层的定向编码中起作用(例如,对于对比度不变性),但是关于其精确的功能作用和可能的副产物仍存在许多问题。以前,我们实现了方向选择性的递归模型,并测试了对连续简短介绍的成对光栅的响应(适配器和测试)。该模型在调整曲线中产生了排斥性偏移,该偏移与V1中的实验发现相匹配。与适应时间长(被认为是倾斜后效应[TAE]的基础)产生的变化不同(可塑性很好地解释了这一点),我们观察到的排斥性变化仅是缓慢的种群动态的结果。这些对调谐曲线的影响导致总体响应朝适配器的方向转移,这表明在这种情况下,应将测试方向的感知偏向适应的方向。方法:为了检验这一预测,我们要求人类受试者确定在短时间内(?4; 100 ms)同时出现的两个Gabors(测试和参考)中的哪一个被更顺时针倾斜。至关重要的是,测试之前在相同位置(?°4; 100 ms)进行了另一次定向Gabor(适配器)的测试,而参考之前进行了针对对比度和空间频率匹配的非定向模式的测试。测试和参考均采用非定向模式来减少残像。结果:心理测验曲线显示出明显的变化,与测试对适配器的定向吸引相一致。观察到的效果与人口动态预测的效果相匹配,并且与更常研究的TAE相反。结论:人口动态会在快速的时间尺度上影响信息和行为反应的编码,甚至在没有任何形式的神经可塑性的情况下也会产生类似适应的效应。

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