Creativity

Paul Thagard
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引用次数: 0

Abstract

Creativity results from neural processes that include binding of representations, generation of new concepts and rules, and the application of analogies. The Semantic Pointer Architecture accommodates the full range of multimodal representations needed for creativity in the domains of scientific discovery, technological invention, artistic imagination, and social innovation. New semantic pointers can be generated by convolution-based bindings in ways that produce new and useful images, concepts, rules, and analogies. Procedural creativity is the generation of new methods expressed as rules. The pragmatic focus of creative problem solving and the evaluation of the goal relevance of new products can be carried out by emotions. Competition among semantic pointers explains how the realization that one might have done something creative enters consciousness.
创造力
创造力来自神经过程,包括表征的结合,新概念和规则的产生,以及类比的应用。语义指针体系结构容纳了科学发现、技术发明、艺术想象和社会创新领域的创造力所需的全部多模态表示。新的语义指针可以通过基于卷积的绑定以产生新的有用的图像、概念、规则和类比的方式生成。程序性创造性是新方法的产生,表现为规则。创造性问题解决的务实焦点和新产品目标相关性的评价可以通过情感来进行。语义指针之间的竞争解释了一个人可能做了一些创造性的事情是如何进入意识的。
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