Department of Psychological and Brain Sciences, Johns Hopkins University, Baltimore, MD 21218.
Department of Psychology, University of Oregon, Eugene, OR 97403.
J Neurosci. 2023 Sep 20;43(38):6525-6537. doi: 10.1523/JNEUROSCI.1919-22.2023. Epub 2023 Aug 18.
Neuroimaging studies of human memory have consistently found that univariate responses in parietal cortex track episodic experience with stimuli (whether stimuli are 'old' or 'new'). More recently, pattern-based fMRI studies have shown that parietal cortex also carries information about the semantic content of remembered experiences. However, it is not well understood how memory-based and content-based signals are integrated within parietal cortex. Here, in humans (males and females), we used voxel-wise encoding models and a recognition memory task to predict the fMRI activity patterns evoked by complex natural scene images based on (1) the episodic history and (2) the semantic content of each image. Models were generated and compared across distinct subregions of parietal cortex and for occipitotemporal cortex. We show that parietal and occipitotemporal regions each encode memory and content information, but they differ in how they combine this information. Among parietal subregions, angular gyrus was characterized by robust and overlapping effects of memory and content. Moreover, subject-specific semantic tuning functions revealed that successful recognition shifted the amplitude of tuning functions in angular gyrus but did not change the selectivity of tuning. In other words, effects of memory and content were additive in angular gyrus. This pattern of data contrasted with occipitotemporal cortex where memory and content effects were interactive: memory effects were preferentially expressed by voxels tuned to the content of a remembered image. Collectively, these findings provide unique insight into how parietal cortex combines information about episodic memory and semantic content. Neuroimaging studies of human memory have identified multiple brain regions that not only carry information about "whether" a visual stimulus is successfully recognized but also "what" the content of that stimulus includes. However, a fundamental and open question concerns how the brain integrates these two types of information (memory and content). Here, using a powerful combination of fMRI analysis methods, we show that parietal cortex, particularly the angular gyrus, robustly combines memory- and content-related information, but these two forms of information are represented via additive, independent signals. In contrast, memory effects in high-level visual cortex critically depend on (and interact with) content representations. Together, these findings reveal multiple and distinct ways in which the brain combines memory- and content-related information.
人类记忆的神经影像学研究一直发现,顶叶皮层的单变量反应与刺激的情节体验(无论是“旧”还是“新”刺激)有关。最近,基于模式的 fMRI 研究表明,顶叶皮层还携带有关记忆体验语义内容的信息。然而,人们对顶叶皮层内基于记忆和基于内容的信号如何整合还不太了解。在这里,我们在人类(男性和女性)中使用体素编码模型和识别记忆任务,根据(1)情节历史和(2)每个图像的语义内容,预测复杂自然场景图像引起的 fMRI 活动模式。在顶叶皮层和枕颞叶皮层的不同子区域生成和比较模型。我们表明,顶叶和枕颞叶区域都编码记忆和内容信息,但它们在组合信息的方式上有所不同。在顶叶子区域中,角回的记忆和内容影响都很强大且重叠。此外,特定于主体的语义调谐功能表明,成功的识别改变了角回中调谐功能的幅度,但没有改变调谐的选择性。换句话说,记忆和内容的影响在角回中是相加的。这种数据模式与枕颞叶皮层形成对比,在枕颞叶皮层中,记忆和内容的影响是相互作用的:记忆效应优先由对记忆图像内容有调谐的体素表达。总的来说,这些发现为顶叶皮层如何结合情节记忆和语义内容信息提供了独特的见解。人类记忆的神经影像学研究已经确定了多个不仅携带关于“是否”成功识别视觉刺激的信息,而且还携带该刺激内容的信息的大脑区域。然而,一个基本的、悬而未决的问题是大脑如何整合这两种类型的信息(记忆和内容)。在这里,我们使用功能磁共振成像分析方法的强大组合,表明顶叶皮层,特别是角回,强大地结合了记忆和内容相关的信息,但这两种形式的信息是通过相加的、独立的信号来表示的。相比之下,高级视觉皮层中的记忆效应严重依赖于(并与)内容表示。总之,这些发现揭示了大脑结合记忆和内容相关信息的多种不同方式。