Kaitlyn M Gabhart, Yihan Sophy Xiong, André M Bastos
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引用次数: 0
摘要
在预测编码(PC)中,高阶大脑区域生成预测,并将其发送到低阶感官区域。自上而下的预测与自下而上的感官数据进行比较,不匹配会引起预测错误。在 PC 中,预测错误被编码到前馈的感觉皮层第 2/3 层锥体神经元中。PC 模型已通过使用全局-局部奇球范式的多种记录模式进行了测试。与 PC 模型一致,神经影像学研究报告了感觉和高阶区域的预测错误反应。然而,最近的神经元尖峰研究表明,真正的预测错误出现在前额叶皮层(PFC)。这意味着预测处理是一种基于认知的机制,而不是基于感觉的机制--这一观察结果对 PC 提出了挑战,并且更符合我们称之为预测路由(PR)的框架。
Predictive coding: a more cognitive process than we thought?
In predictive coding (PC), higher-order brain areas generate predictions that are sent to lower-order sensory areas. Top-down predictions are compared with bottom-up sensory data, and mismatches evoke prediction errors. In PC, the prediction errors are encoded in layer 2/3 pyramidal neurons of sensory cortex that feed forward. The PC model has been tested with multiple recording modalities using the global-local oddball paradigm. Consistent with PC, neuroimaging studies reported prediction error responses in sensory and higher-order areas. However, recent studies of neuronal spiking suggest that genuine prediction errors emerge in prefrontal cortex (PFC). This implies that predictive processing is a more cognitive than sensory-based mechanism - an observation that challenges PC and better aligns with a framework we call predictive routing (PR).
期刊介绍:
Essential reading for those working directly in the cognitive sciences or in related specialist areas, Trends in Cognitive Sciences provides an instant overview of current thinking for scientists, students and teachers who want to keep up with the latest developments in the cognitive sciences. The journal brings together research in psychology, artificial intelligence, linguistics, philosophy, computer science and neuroscience. Trends in Cognitive Sciences provides a platform for the interaction of these disciplines and the evolution of cognitive science as an independent field of study.