Individual differences reveal similarities in serial dependencies across perceptual tasks, but no relation to serial dependencies for oculomotor behavior

bioRxiv Pub Date : 2024-02-14 DOI:10.1101/2024.02.14.580238
Shuchen Guan, Alexander Goettker
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Abstract

Serial dependence effects from one trial to the next have been observed across a wide range of perceptual tasks, as well as for oculomotor behavior. This opens up the question of whether the effects observed across all of these studies share underlying mechanisms. Here we measured the same group of observers across four different tasks, two perceptual (color judgments and orientation judgments) and two oculomotor (tracking of moving targets and the pupil light reflex). On the group level, we observed significant attractive serial dependence effects for all tasks, except the pupil response. The rare absence of a serial dependence effect for the reflex like pupil light response suggests that sequential effects require cortical processing or even higher-level cognition. In the following step, we leveraged reliable individual differences between observers in the other tasks to test whether there is a trait-like behavior of some observers showing stronger serial dependence effects across all of these tasks. We observed a significant relationship in the strength of serial dependence for the two perceptual experiments, but no relation between the perceptual tasks and oculomotor behavior. This indicates, differences in processing between perception and oculomotor control and the absence of a general trait-like behavior that affects all tasks similarly. However, the shared variance in the strength of serial dependence effects across different perceptual tasks indicates the importance of a similar positive decision bias present, that is reliably different between observers and consistent across different serial dependence tasks.
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个体差异揭示了感知任务中序列依赖性的相似性,但与眼球运动行为的序列依赖性无关
在各种知觉任务以及眼球运动行为中,都观察到了从一个试验到下一个试验的序列依赖效应。这就提出了一个问题:在所有这些研究中观察到的效应是否具有共同的潜在机制。在这里,我们对同一组观察者进行了四项不同任务的测量,其中两项是知觉任务(颜色判断和方位判断),两项是眼球运动任务(追踪移动目标和瞳孔光反射)。在群体水平上,除了瞳孔反应外,我们在所有任务中都观察到了有吸引力的序列依赖效应。瞳孔光反应等反射任务罕见地没有出现序列依赖效应,这表明序列效应需要大脑皮层的处理,甚至需要更高层次的认知。接下来,我们利用其他任务中观察者之间可靠的个体差异,检验是否存在某些观察者在所有这些任务中表现出更强的序列依赖效应的特质行为。我们观察到,在两项知觉实验中,序列依赖性的强度有明显的关系,但知觉任务与眼动行为之间没有关系。这表明,知觉和眼球运动控制在处理过程中存在差异,而且不存在对所有任务产生类似影响的一般特质行为。然而,在不同的知觉任务中,序列依赖效应的强度存在共同的差异,这表明存在类似的积极决策偏差的重要性,这种偏差在观察者之间存在可靠的差异,并且在不同的序列依赖任务中保持一致。
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