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首页> 外文期刊>Journal of vision >Reconstructing perceived and retrieved face images from activity patterns in posterior parietal cortex
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Reconstructing perceived and retrieved face images from activity patterns in posterior parietal cortex

机译:从后顶叶皮层的活动模式重建感知和检索到的面部图像

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Recent findings suggest that posterior parietal cortex (PPC) represents information retrieved from long-term and short-term memory. However, the nature and quality of parietal memory representations remain largely unknown. Here, we tested whether exemplar-level details of perceived and remembered stimuli are represented in PPC, using a recently developed method that allows for individual face images to be reconstructed from fMRI activity patterns (Cowen, Chun, & Kuhl, 2014). The experiment consisted of two phases: perception and working memory. During the perception phase, participants viewed hundreds of faces while performing a continuous recognition task, where they judged whether each image was repeated within a block or not. For the working memory phase, we employed a retro-cue paradigm (Harrison & Tong, 2009) in which two faces were presented in rapid succession followed by a cue to maintain one of the two faces. We first tested whether individual faces can be reconstructed from PPC activity patterns elicited during perception. We estimated a regression model that mapped face components to multi-voxel activity patterns using a set of training faces. Reconstructions were then generated for a distinct set of test faces by taking linear combinations of the predicted component weights. Reconstructions created from PPC were more similar to the actually viewed face than other test faces, indicating that PPC distinguishes individual face images. We further explored whether we could reconstruct faces retrieved from working memory. We trained the model on the perception phase data and applied it to the patterns obtained during the working memory delay period. Reconstructions generated from the delay period activity in PPC exhibited above-chance similarity to the original face, suggesting that the contents of memory can be reconstructed from PPC activity patterns. Together, these findings indicate that PPC activity patterns reflect exemplar-level details of visual stimuli during perception and retrieval from memory.
机译:最近的发现表明,顶叶后皮质(PPC)代表从长期和短期记忆中检索到的信息。但是,壁记忆的表征的性质和质量在很大程度上仍然未知。在这里,我们使用一种最新开发的方法,通过PMRI活动模式重构单个面部图像,测试了感知和记忆刺激的示例性级别细节是否在PPC中得以体现(Cowen,Chun和&Kuhl,2014)。实验包括两个阶段:感知和工作记忆。在感知阶段,参与者在执行连续识别任务时查看了数百张脸,在此他们判断每个图像是否在一个块内重复。对于工作记忆阶段,我们采用了逆向提示范例(Harrison&Tong,2009),其中快速连续地呈现了两个脸,然后是保持两个脸之一的提示。我们首先测试了是否可以根据感知过程中产生的PPC活动模式来重建个人面孔。我们估计了一个回归模型,该模型使用一组训练脸部将人脸成分映射到多体素活动模式。然后通过采用预测的分量权重的线性组合为一组不同的测试面生成重建。通过PPC创建的重建比其他测试面孔更类似于实际查看的面孔,这表明PPC可以区分单个面孔图像。我们进一步探讨了是否可以重建从工作记忆中检索到的面孔。我们在感知阶段数据上训练了模型,并将其应用于在工作记忆延迟期间获得的模式。从PPC的延迟周期活动生成的重建与原始人脸表现出较高的相似性,这表明可以从PPC活动模式重建记忆的内容。在一起,这些发现表明PPC活动模式反映了感知和从记忆中检索过程中视觉刺激的示范水平细节。

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