School of Psychological and Cognitive Sciences, Peking University, Beijing 100871, China.
Beijing Key Laboratory of Behavior and Mental Health, Peking University, Beijing 100871, China.
J Neurosci. 2021 May 19;41(20):4476-4486. doi: 10.1523/JNEUROSCI.2780-20.2021. Epub 2021 Apr 2.
The ability to discriminate between stimuli relies on a chain of neural operations associated with perception, memory and decision-making. Accumulating studies show learning-dependent plasticity in perception or decision-making, yet whether perceptual learning modifies mnemonic processing remains unclear. Here, we trained human participants of both sexes in an orientation discrimination task, while using functional magnetic resonance imaging (fMRI) and transcranial magnetic stimulation (TMS) to separately examine training-induced changes in working memory (WM) representation. fMRI decoding revealed orientation-specific neural patterns during the delay period in primary visual cortex (V1) before, but not after, training, whereas neurodisruption of V1 during the delay period led to behavioral deficits in both phases. In contrast, both fMRI decoding and disruptive effect of TMS showed that intraparietal sulcus (IPS) represented WM content after, but not before, training. These results suggest that training does not affect the necessity of sensory area in representing WM information, consistent with the sensory recruitment hypothesis in WM, but likely alters the coding format of the stored stimulus in this region. On the other hand, training can render WM content to be maintained in higher-order parietal areas, complementing sensory area to support more robust maintenance of information. There has been accumulating progresses regarding experience-dependent plasticity in perception or decision-making, yet how perceptual experience moulds mnemonic processing of visual information remains less explored. Here, we provide novel findings that learning-dependent improvement of discriminability accompanies altered WM representation at different cortical levels. Critically, we suggest a role of training in modulating cortical locus of WM representation, providing a plausible explanation to reconcile the discrepant findings between human and animal studies regarding the recruitment of sensory or higher-order areas in WM.
辨别刺激的能力依赖于与感知、记忆和决策相关的一系列神经操作。越来越多的研究表明,感知或决策中的学习依赖性可塑性,然而,感知学习是否会改变记忆处理还不清楚。在这里,我们对男性和女性参与者进行了方向辨别任务的训练,同时使用功能磁共振成像 (fMRI) 和经颅磁刺激 (TMS) 分别检查训练诱导的工作记忆 (WM) 表示的变化。fMRI 解码显示在初级视觉皮层 (V1) 的延迟期间存在特定于方向的神经模式,但是在训练之前和之后都没有,而在延迟期间 V1 的神经破坏导致了两个阶段的行为缺陷。相比之下,fMRI 解码和 TMS 的破坏效应都表明,在训练之后而不是之前,顶内沟 (IPS) 表示 WM 内容。这些结果表明,训练不会影响感觉区域在表示 WM 信息方面的必要性,这与 WM 中的感觉招募假说一致,但可能会改变该区域中存储的刺激的编码格式。另一方面,训练可以使 WM 内容保持在更高阶的顶叶区域中,与感觉区域互补,以支持信息的更稳健保持。关于感知或决策中的经验依赖性可塑性已经有了越来越多的进展,然而,感知经验如何塑造视觉信息的记忆处理仍然探索较少。在这里,我们提供了新的发现,即辨别力的学习依赖性提高伴随着不同皮层水平 WM 表示的改变。至关重要的是,我们提出了训练在调节 WM 表示的皮层位置方面的作用,为调和人类和动物研究中关于 WM 中感觉或更高阶区域的招募的不一致发现提供了一个合理的解释。