Memristor-Based Circuit Design of PAD Emotional Space and Its Application in Mood Congruity

被引:59
|
作者
Sun, Junwei [1 ]
Wang, Yangyang [1 ]
Liu, Peng [1 ]
Wen, Shiping [2 ]
Wang, Yanfeng [1 ]
机构
[1] Zhengzhou Univ Light Ind, Sch Elect & Informat Engn, Zhengzhou 450002, Peoples R China
[2] Univ Technol Sydney, Australian AI Inst, Fac Engn & Informat Technol, Sydney, NSW 2007, Australia
基金
中国国家自然科学基金;
关键词
Memristor; mood congruity; PAD emotional space model; perceptual and rational brains; NEURAL-NETWORK CIRCUIT; FRAMEWORK; SENTIMENT; MECHANISM; MEMORY; MODEL;
D O I
10.1109/JIOT.2023.3267778
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The 1-D and 2-D emotion models realized by hardware circuits have been studied. However, 3-D emotional model which is most suitable for human emotion has not been considered. In this article, a bionic circuit of 3-D emotional space model is proposed, which can generate brain-like emotions according to the information of visual, speech, and text. The designed memristor circuits are based on the brain emotion theory of limbic system, including thalamus, sensory cortex, orbitofrontal cortex, cingulate gyrus, amygdala, and other circuit modules. Moreover, the perceptual brain and rational brain in the memristor circuits are also considered. The 3-D model in this article is a PAD emotional space model composed of three dimensions: 1) pleasure (P); 2) arousal (A); and 3) dominance (D). Many emotions can be expressed by using the PAD emotional model. In addition, the PAD emotional model composed of memristor circuits is applied to mood congruity, which considers the relationship between emotion and learning. The PAD emotion designed by memristor circuits may provide a reference for bionic robot to realize human-computer emotional companionship.
引用
收藏
页码:16332 / 16342
页数:11
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