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Simulation, situated conceptualization, and prediction

机译:模拟,定位概念化和预测

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Based on accumulating evidence, simulation appears to be a basic computational mechanism in the brain that supports a broad spectrum of processes from perception to social cognition. Further evidence suggests that simulation is typically situated, with the situated character of experience in the environment being reflected in the situated character of the representations that underlie simulation. A basic architecture is sketched of how the brain implements situated simulation. Within this framework, simulators implement the concepts that underlie knowledge, and situated conceptual_izations capture patterns of multi-modal simulation associated with frequently experienced situations. A pattern completion inference mechanism uses current perception to activate situated conceptualizations that produce predictions via simulations on relevant modalities. Empirical findings from perception, action, working memory, conceptual processing, language and social cognition illustrate how this framework produces the extensive prediction that characterizes natural intelligence.
机译:基于积累的证据,模拟似乎是大脑中的基本计算机制,支持从感知到社会认知的广泛过程。进一步的证据表明,模拟通常位于环境中,环境中经验的环境特征反映在模拟基础的表示的环境特征中。勾勒出大脑如何实现模拟的基本架构。在此框架内,仿真器实现了作为知识基础的概念,并且位于概念化位置的捕获与经常遇到的情况相关的多模式仿真的模式。模式完成推断机制使用当前的感知来激活定位的概念化,该概念化通过对相关模态的仿真来产生预测。来自知觉,行动,工作记忆,概念处理,语言和社会认知的实证结果说明了该框架如何产生表征自然智能的广泛预测。

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