Cognitive Substrates: What They Are and What They Learn

A. I. Kovacs, H. Ueno
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Abstract

The fabrication of veritable cognizers relies on an understanding of possible substrates of cognition. Cognitive substrates are subsystems of cognizers, though cognition itself is not a property of them alone but from interaction with the rest of a cognizer and the environment. Ultimately, all cognitive functions including cognitive development and learning need to be explained in terms of processes in cognitive substrates without recourse to logically incoherent reified knowledge, concept structures, behaviors, etc. We describe what cognitive substrates are and where they fit in. We discuss what learning means from the view of cognitive substrates and what can and must be learned by them. We conclude that learning is ongoing change in the system organization of the cognitive substrate itself and that the only representation available in a cognitive substrate is about the innards of the cognizer itself. The only models that can exist in and be learned by a cognitive substrate are not of the external environment or objects and events in it, but of the processes and states the system engages in when interacting with the environment or things in the world
认知底物:它们是什么和它们学习什么
真正认知者的制造依赖于对可能的认知底物的理解。认知底物是认知者的子系统,尽管认知本身并不是它们单独的属性,而是与认知者的其余部分和环境相互作用的结果。最终,包括认知发展和学习在内的所有认知功能都需要根据认知基底的过程来解释,而不需要求助于逻辑上不连贯的物化知识、概念结构、行为等。我们描述了认知底物是什么以及它们在哪里适用。我们从认知底物的角度讨论了学习的意义,以及他们可以和必须学习什么。我们得出的结论是,学习是认知基础本身的系统组织的持续变化,认知基础中唯一可用的表征是关于认知者自身的内部。唯一可以存在于认知基质中并被其学习的模型不是外部环境或其中的物体和事件,而是系统在与环境或世界上的事物相互作用时所参与的过程和状态
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