Memristor-Based Emotion Regulation Circuit and Its Application in Faulty Robot Monitoring

被引:1
|
作者
Sun, Junwei [1 ]
Gao, Peilong [1 ]
Liu, Peng [1 ]
Wang, Yanfeng [1 ]
机构
[1] Zhengzhou Univ Light Ind, Sch Elect & Informat Engn, Zhengzhou 450002, Peoples R China
来源
IEEE INTERNET OF THINGS JOURNAL | 2024年 / 11卷 / 19期
基金
中国国家自然科学基金;
关键词
Memristors; Integrated circuit modeling; Brain modeling; Regulation; Hardware; Limbic system; Robots; Emotional generalization; emotional regulation; fault monitoring; memristor; mood disorder; NEURAL-NETWORK CIRCUIT; DESIGN;
D O I
10.1109/JIOT.2024.3418839
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Different emotional states have different impacts on the emotional system. To mitigate these impacts, the emotional system will maintain the stability of the system through various adjustment methods, such as emotional self-regulation. However, there is no hardware circuit to realize the regulation of the emotional system in different emotional states. In this article, based on the brain emotion theory of the limbic system, a memristor-based emotion regulation circuit is proposed. The circuit is composed of the thalamus module, sensory cortex module, amygdala module, and orbitofrontal cortex module. It can not only produce corresponding emotions according to different stimuli but also output and regulate the current emotional state. The function of emotion generation and emotion output is realized through the thalamus module, sensory cortex module, and amygdala module. Emotional self-regulation, emotional generalization, mood disorder and mood disorder regulation are realized through the combined action of the amygdala module and the orbitofrontal cortex module. Finally, the emotion regulation circuit composed of the memristor is applied to the fault robot monitoring, which provides a reference for the bionic intelligent robot in the actual industrial application scenario.
引用
收藏
页码:31633 / 31645
页数:13
相关论文
共 50 条
  • [41] Memristor-based circuit design of interweaving mechanism of emotional memory in a hippocamp-brain emotion learning model
    Zhu, Yunlai
    Zhao, Yongjie
    Zhang, Junjie
    Sun, Xi
    Zhu, Ying
    Zhou, Xu
    Shen, Xuming
    Xu, Zuyu
    Wu, Zuheng
    Dai, Yuehua
    NEURAL NETWORKS, 2025, 186
  • [42] Memristor-based neural network circuit with weighted sum simultaneous perturbation training and its applications
    Xu, Cong
    Wang, Chunhua
    Sun, Yichuang
    Hong, Qinghui
    Deng, Quanli
    Chen, Haowen
    NEUROCOMPUTING, 2021, 462 : 581 - 590
  • [43] Memristor-based Lorenz hyper-chaotic system and its circuit implementation
    Ruan Jing-Ya
    Sun Ke-Hui
    Mou Jun
    ACTA PHYSICA SINICA, 2016, 65 (19)
  • [44] Memristor-Based Apple Feature Recall Network Circuit Application with Emotional Influence
    Sun, Junwei
    Yang, Jianling
    Wang, Zicheng
    Wang, Yanfeng
    JOURNAL OF NANOELECTRONICS AND OPTOELECTRONICS, 2022, 17 (04) : 688 - 701
  • [45] Circuit Implementation and Quasi-Stabilization of Delayed Inertial Memristor-Based Neural Networks
    Xin, Youming
    Cheng, Zunshui
    Cao, Jinde
    Rutkowski, Leszek
    Wang, Yaning
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 35 (01) : 1394 - 1400
  • [46] Memristor-Based Neural Network Circuit With Multimode Generalization and Differentiation on Pavlov Associative Memory
    Sun, Junwei
    Wang, Yangyang
    Liu, Peng
    Wen, Shiping
    Wang, Yanfeng
    IEEE TRANSACTIONS ON CYBERNETICS, 2023, 53 (05) : 3351 - 3362
  • [47] A novel tree-based representation for evolving analog circuits and its application to memristor-based pulse generation circuit
    Xinming Shi
    Leandro L. Minku
    Xin Yao
    Genetic Programming and Evolvable Machines, 2022, 23 : 453 - 493
  • [48] Three dimensional memristor-based neuromorphic computing system and its application to cloud robotics
    An, Hongyu
    Li, Jialing
    Li, Ying
    Fu, Xin
    Yi, Yang
    COMPUTERS & ELECTRICAL ENGINEERING, 2017, 63 : 99 - 113
  • [49] Threshold Switching Memristor-Based Voltage Regulative Circuit
    Wu, Zuheng
    Zhang, Changwei
    Zou, Jianxun
    Peng, Chunyu
    Wu, Xiulong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2023, 70 (03) : 1034 - 1038
  • [50] A memristor-based long short term memory circuit
    Kamilya Smagulova
    Olga Krestinskaya
    Alex Pappachen James
    Analog Integrated Circuits and Signal Processing, 2018, 95 : 467 - 472