Neurocomputation and Neuroimaging Unit, Freie Universität Berlin, Habelschwerdter Allee 45, Berlin, 14195, Germany.
Neurocomputation and Neuroimaging Unit, Freie Universität Berlin, Habelschwerdter Allee 45, Berlin, 14195, Germany; Berlin School of Mind and Brain, Humboldt-Universität zu Berlin, Luisenstraße 56, Berlin, 10117, Germany; NYU Grossman School of Medicine, New York University, 550 First Avenue, New York, 10016, USA.
Neuroimage. 2020 Nov 1;221:117146. doi: 10.1016/j.neuroimage.2020.117146. Epub 2020 Jul 11.
Working memory (WM) representations are generally known to be influenced by task demands, but it is not clear whether this extends to the somatosensory domain. One way to investigate the influence of task demands is with categorization paradigms, wherein either a single stimulus or an associated category is maintained in WM. In the somatosensory modality, category representations have been identified in the premotor cortex (PMC) and the intraparietal sulcus (IPS). In this study we used multivariate-pattern-analysis with human fMRI data to investigate whether the WM representations in the PMC, IPS or other regions are influenced by changing task demands. We ensured the task-dependent, categorical WM information was decorrelated from stimulus features by (1) teaching participants arbitrary, non-rule based stimulus groupings and (2) contrasting identical pairs of stimuli across experimental conditions, where either a single stimulus or the associated group was maintained in WM. Importantly, we also decoupled the decision and motor output from the WM representations. With these experimental manipulations, we were able to pinpoint stimulus-specific WM information to the left frontal and parietal cortices and context-dependent, group-specific WM information to the left IPS. By showing that grouped stimuli are represented more similarly in the Group condition than in the Stimulus condition, free from stimulus and motor output confounds, we provide novel evidence for the adaptive nature of somatosensory WM representations in the IPS with changing task-demands.
工作记忆 (WM) 表示通常被认为受到任务需求的影响,但尚不清楚这是否扩展到躯体感觉领域。一种研究任务需求影响的方法是使用分类范式,其中单个刺激或相关类别在 WM 中保持不变。在躯体感觉模态中,类别表示已在运动前皮层 (PMC) 和顶内沟 (IPS) 中确定。在这项研究中,我们使用人类 fMRI 数据的多元模式分析来研究 PMC、IPS 或其他区域中的 WM 表示是否受到任务需求变化的影响。我们通过以下两种方法确保任务相关的、分类的 WM 信息与刺激特征解相关:(1) 教导参与者任意的、非基于规则的刺激分组;(2) 在实验条件下对比相同的一对刺激,其中单个刺激或相关的组被保持在 WM 中。重要的是,我们还将决策和运动输出与 WM 表示分离。通过这些实验操作,我们能够将特定于刺激的 WM 信息定位到左侧额叶和顶叶皮层,将上下文相关的、特定于组的 WM 信息定位到左侧 IPS。通过显示分组刺激在 Group 条件下比在 Stimulus 条件下表现出更相似的表示,并且不受刺激和运动输出的混淆,我们为 IPS 中随任务需求变化的躯体感觉 WM 表示的适应性提供了新的证据。