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Serial dependence is absent at the time of perception but increases in visual working memory

机译:感知时不存在序列依赖性但视觉工作记忆增加

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摘要

Recent experiments have shown that visual cognition blends current input with that from the recent past to guide ongoing decision making. This serial dependence appears to exploit the temporal autocorrelation normally present in visual scenes to promote perceptual stability. While this benefit has been assumed, evidence that serial dependence directly alters stimulus perception has been limited. In the present study, we parametrically vary the delay between stimulus and response in a spatial delayed response task to explore the trajectory of serial dependence from the moment of perception into post-perceptual visual working memory. We find that behavioral responses made immediately after viewing a stimulus show evidence of adaptation, but not attractive serial dependence. Only as the memory period lengthens is a blending of past and present information apparent in behavior, reaching its maximum with a delay of six seconds. These results dovetail with other recent findings to bolster the interpretation that serial dependence is a phenomenon of mnemonic rather than perceptual processes. However, even while this pattern of effects in group-averaged data has now been found consistently, we show that the relative strengths of adaptation and serial dependence vary widely across individuals. Finally, we demonstrate that when leading mathematical models of working memory are adjusted to account for these trial-history effects, their fit to behavioral data is substantially improved.
机译:最近的实验表明,视觉认知将当前的输入与最近的输入融合在一起,以指导正在进行的决策。这种序列依赖性似乎是利用视觉场景中通常存在的时间自相关来促进感知稳定性。虽然已经假定了这种好处,但是串行依赖直接改变刺激感知的证据仍然有限。在本研究中,我们通过参数改变空间延迟响应任务中的刺激和响应之间的延迟,以探索从感知到感知后视觉工作记忆的系列依赖的轨迹。我们发现,在观看刺激后立即做出的行为反应显示出适应的证据,但没有吸引人的序列依赖性。只有随着存储周期的延长,过去和现在的信息在行为上的融合才显现出来,并以六秒的延迟达到最大值。这些结果与其他最近的发现相吻合,以支持以下解释,即序列依赖性是一种记忆而不是感知过程的现象。然而,即使现在已经一致地发现了群体平均数据中的这种效应模式,我们仍然表明适应性和序列依赖性的相对强度在个体之间差异很大。最后,我们证明了当调整领先的工作记忆数学模型以解决这些试验历史影响时,它们对行为数据的适应性得到了大幅改善。

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