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动态分类规则改变人类视觉皮层中的表征。

Dynamic categorization rules alter representations in human visual cortex.

作者信息

Henderson Margaret M, Serences John T, Rungratsameetaweemana Nuttida

机构信息

Department of Psychology, Carnegie Mellon University, Pittsburgh, PA, USA.

Neuroscience Institute, Carnegie Mellon University, Pittsburgh, PA, USA.

出版信息

Nat Commun. 2025 Apr 11;16(1):3459. doi: 10.1038/s41467-025-58707-4.

Abstract

Everyday tasks often require stimuli to be categorized dynamically, such that an identical object can elicit different responses based on the current decision rule. Traditionally, sensory regions have been viewed as separate from such context-dependent processing, functioning primarily to process incoming inputs. However, an alternative view suggests sensory regions also integrate inputs with current task goals, facilitating more efficient information relay to higher-level areas. Here we test this by asking human participants to visually categorize novel shape stimuli based on different decision boundaries. Using fMRI and multivariate analyses of retinotopically-defined visual areas, we show that cortical shape representations become more distinct across relevant decision boundaries in a context-dependent manner, with the largest changes in discriminability observed for stimuli near the decision boundary. Importantly, these modulations are associated with improved task performance. These findings demonstrate that visual cortex representations are adaptively modulated to support dynamic behavior.

摘要

日常任务通常需要对刺激进行动态分类,这样一个相同的物体可以根据当前的决策规则引发不同的反应。传统上,感觉区域被认为与这种依赖上下文的处理过程是分开的,主要功能是处理传入的输入信息。然而,另一种观点认为,感觉区域也会将输入信息与当前的任务目标整合起来,促进更高效地向更高层次区域传递信息。在这里,我们通过要求人类参与者根据不同的决策边界对新颖的形状刺激进行视觉分类来测试这一点。使用功能磁共振成像(fMRI)和视网膜拓扑定义的视觉区域的多变量分析,我们表明,皮质形状表征在相关决策边界之间以依赖上下文的方式变得更加不同,在决策边界附近的刺激中观察到可辨别性的最大变化。重要的是,这些调制与任务表现的改善相关。这些发现表明,视觉皮层表征会被适应性地调制以支持动态行为。

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