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Relationship between Cognitive Learning Psychological Classification and Neural Network Design Elements

机译：认知学习心理分类与神经网络设计元素的关系

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摘要

This article first analyzes the research background of the design elements of cognitive psychology and neural networks at home and abroad, roughly understands the research status and research background of these two courses at home and abroad, and discusses the application of cognitive psychology to neural networks. The design method has not yet formed a systematic theoretical system. Then, a systematic theoretical analysis of the research in this article is carried out to analyze the relationship between the various characteristics of cognitive psychology and the design elements of the neural network, and it uses these relationships to guide the design practice. Second, it analyzes the relationship between the influence and interaction of cognitive psychology on neural network design and connects cognitive psychology with neural network design. Finally, according to the theoretical analysis and research of the system, the application of cognitive psychology in neural network design, design practice, and the relationship between the two are systematically reviewed. Through the exploratory research on cognitive psychology in neural network design, we can see that the combination of neural network design and psychology, art aesthetics, and other cross-disciplinary and multidisciplinary research is necessary, which can promote the scientific and technological progress of neural network design in the context of the information age and the improvement of public mental health. Under the background of the era in which the neural network design becomes the link between people's emotions and culture, we must fully understand the essential role of each element in neural network design and build a design concept based on cognitive psychology and emotional experience. It is hoped that the content of this topic can provide a certain reference value for the future development of neural network design and cognitive psychology and clarify the new development direction.
机译：本文首先分析了国内外认知心理学和神经网络的设计要素的研究背景，大致了解国内外这两种课程的研究现状和研究背景，并探讨了认知心理到神经网络的应用。设计方法尚未形成系统的理论系统。然后，进行了对本文研究的系统理论分析，以分析认知心理学的各种特征与神经网络的设计元素之间的关系，它利用这些关系来指导设计实践。其次，分析了认知心理对神经网络设计的影响与相互作用与神经网络设计的认知心理关系。最后，根据系统的理论分析和研究，系统地综述了认知心理在神经网络设计，设计实践和两者之间的关系。通过神经网络设计中的认知心理学探索性研究，我们可以看到神经网络设计和心理学，艺术美学等跨学科和多学科和多学科研究的结合，这可以促进神经网络的科技进步在信息时代的背景下设计以及公共心理健康的改善。在神经网络设计成为人们情绪和文化之间的联系的时代的背景下，我们必须完全了解每个元素在神经网络设计中的基本作用，基于认知心理和情感体验构建设计概念。希望本主题的内容可以为未来的神经网络设计和认知心理学的发展提供一定的参考价值，并阐明新的发展方向。

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