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Relational knowledge: the foundation of higher cognition.

机译:关系知识:更高认知的基础。

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摘要

Accumulating evidence on the nature, function and acquisition of relational knowledge indicates a crucial role of such knowledge in higher cognitive processes. In this review, we specify the essential properties of relational knowledge, together with the role it plays in reasoning, categorisation, planning, quantification and language. Furthermore, we discuss the processes involved in its acquisition and how these processes have been implemented in contemporary neural network models. We present evidence demonstrating that relational knowledge integrates heuristic and analytic cognition, is important for symbolic processes and the creation of novelty, activates specific regions of the prefrontal cortex, and is the most recently evolved and slowest-developing cognitive process. Arguably, relational knowledge represents the core of higher cognition.
机译:有关关系知识的性质,功能和获取的证据越来越多,表明这种知识在更高的认知过程中起着至关重要的作用。在这篇综述中,我们指定了关系知识的基本属性,以及它在推理,分类,计划,量化和语言中所扮演的角色。此外,我们讨论了其获取过程以及如何在当代的神经网络模型中实现这些过程。我们提供的证据表明关系知识整合了启发式和分析性认知,对于象征性过程和新颖性的创造非常重要,可以激活前额叶皮层的特定区域,并且是最近发展和发展最缓慢的认知过程。可以说,关系知识代表着更高认知的核心。

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