Uncapher Melina R, Boyd-Meredith J Tyler, Chow Tiffany E, Rissman Jesse, Wagner Anthony D
Department of Psychology and
Department of Psychology and.
J Neurosci. 2015 Jun 3;35(22):8531-45. doi: 10.1523/JNEUROSCI.5145-14.2015.
Remembering a past event elicits distributed neural patterns that can be distinguished from patterns elicited when encountering novel information. These differing patterns can be decoded with relatively high diagnostic accuracy for individual memories using multivoxel pattern analysis (MVPA) of fMRI data. Brain-based memory detection--if valid and reliable--would have clear utility beyond the domain of cognitive neuroscience, in the realm of law, marketing, and beyond. However, a significant boundary condition on memory decoding validity may be the deployment of "countermeasures": strategies used to mask memory signals. Here we tested the vulnerability of fMRI-based memory detection to countermeasures, using a paradigm that bears resemblance to eyewitness identification. Participants were scanned while performing two tasks on previously studied and novel faces: (1) a standard recognition memory task; and (2) a task wherein they attempted to conceal their true memory state. Univariate analyses revealed that participants were able to strategically modulate neural responses, averaged across trials, in regions implicated in memory retrieval, including the hippocampus and angular gyrus. Moreover, regions associated with goal-directed shifts of attention and thought substitution supported memory concealment, and those associated with memory generation supported novelty concealment. Critically, whereas MVPA enabled reliable classification of memory states when participants reported memory truthfully, the ability to decode memory on individual trials was compromised, even reversing, during attempts to conceal memory. Together, these findings demonstrate that strategic goal states can be deployed to mask memory-related neural patterns and foil memory decoding technology, placing a significant boundary condition on their real-world utility.
回忆过去的事件会引发分布式神经模式,这种模式可与遇到新信息时引发的模式区分开来。使用功能磁共振成像(fMRI)数据的多体素模式分析(MVPA),这些不同的模式能够以相对较高的诊断准确性解码个体记忆。基于大脑的记忆检测——如果有效且可靠——在认知神经科学领域之外,在法律、营销等领域将具有明显的实用价值。然而,记忆解码有效性的一个重要边界条件可能是“对策”的运用:用于掩盖记忆信号的策略。在此,我们使用一种类似于目击证人识别的范式,测试了基于fMRI的记忆检测对对策的易受影响性。在对之前研究过的面孔和新面孔执行两项任务时,对参与者进行扫描:(1)一项标准的识别记忆任务;(2)一项他们试图隐瞒其真实记忆状态的任务。单变量分析显示,参与者能够在试验中平均,对涉及记忆检索的区域(包括海马体和角回)的神经反应进行策略性调节。此外,与目标导向的注意力转移和思维替代相关的区域支持记忆隐瞒,而与记忆生成相关的区域支持新奇性隐瞒。至关重要的是,虽然当参与者如实报告记忆时,MVPA能够可靠地对记忆状态进行分类,但在试图隐瞒记忆时,对单个试验的记忆解码能力受到损害,甚至发生逆转。总之,这些发现表明,可以运用策略性目标状态来掩盖与记忆相关的神经模式并挫败记忆解码技术,这为它们在现实世界中的实用性设定了一个重要的边界条件。