Memristive circuit of emotion with negative feedback based on three primary color model☆

被引:0
|
作者
Han, Juntao [1 ]
Liu, Gang [2 ]
Zhang, Zhang [1 ]
机构
[1] Hefei Univ Technol, Sch Microeletron, Hefei 230601, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Elect Informat & Elect Engn, Shanghai 200240, Peoples R China
基金
中国国家自然科学基金;
关键词
Memristive circuit; Negative feedback; Three primary color model; Basic emotions; Neural network; DESIGN; BRAIN;
D O I
10.1016/j.neunet.2025.107385
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Many memristive circuits tend to oversimplify the process of emotion generation as a linear event, disregarding crucial factors such as negative feedback and other regulatory mechanisms. In this paper, a memristive circuit of emotion with negative feedback based on three primary color model is proposed to solve the above problems. The designed circuit is composed of perception modules, synapse modules, central nervous system modules and overt behavior module. It realizes emotion generation, emotion evolution and long-term memory functions based on the neural network circuit with behavioral homeostatic negative feedback function. Meanwhile, the three primary color model of basic emotions is discussed and realized. Any two basic emotions can be mixed to produce a higher order emotion. The memristive circuit, based on the three primary color model as a theoretical foundation, offers valuable insights for the further advancement of neural networks.
引用
收藏
页数:8
相关论文
共 50 条
  • [21] Excitation Circuit With Negative Feedback for a Borehole 4He Optically Pumped Sensor Based on an ELM-Hammerstein Model
    Zhang, Jie
    Wang, Yanzhang
    Wang, Chao
    Zhou, Zhijian
    Li, Wenduo
    IEEE SENSORS JOURNAL, 2023, 23 (03) : 2021 - 2030
  • [22] A special memristive diode-bridge-based hyperchaotic hyperjerk autonomous circuit with three positive Lyapunov exponents
    Rong, Xianwei
    Chedjou, Jean Chamberlain
    Yu, Xiaoyan
    Shukhratovich, Makhkamov Bakhtiyor
    Jiang, Donghua
    Kengne, Jacques
    CHAOS SOLITONS & FRACTALS, 2024, 189
  • [23] A Combined Reinforcement Regression Model Based on Weighted Feedback for Multimodal Emotion Recognition
    Zhang, Ge
    Yang, Gang
    Qu, Shengli
    Luo, Tianxian
    Han, Xiaoyu
    PROCEEDINGS OF THE 2019 14TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2019), 2019, : 596 - 601
  • [24] Design of three-primary-color filter based on structure of three-cavity Fabry–Perot color filter
    Zhengtian Gu
    Jiarong Wu
    Chenchen Zhang
    Optical and Quantum Electronics, 2020, 52
  • [25] Three-primary-color Upconversion in Single Lanthanide Based Nanoparticle
    Sun J.-F.
    Yan D.
    Liu L.
    Sun, Jian-Fei (8471279@qq.com), 1600, Editorial Office of Chinese Optics (41): : 1 - 8
  • [26] Metal Defect Detection Based on Primary Three-Color Channel
    Yang, Hongwei
    Selami, Yassine
    Lv, Na
    Qian, Muyun
    Li, Cong
    Wang, Zhengbing
    TWELFTH INTERNATIONAL CONFERENCE ON INFORMATION OPTICS AND PHOTONICS (CIOP 2021), 2021, 12057
  • [27] MODEL OF THREE PHASE TRANSFORMER BASED ON OPEN CIRCUIT CHARACTERISTIC
    Simic, M.
    Shekara, T. B.
    Jokic, S.
    2013 21ST TELECOMMUNICATIONS FORUM (TELFOR), 2013, : 705 - +
  • [28] A Wide-Band Magnetoelectric Sensor Based on a Negative-Feedback Compensated Readout Circuit
    Qiu, Yang
    Shi, Lingshan
    Chen, Longyu
    Yu, Yuxuan
    Yu, Guoliang
    Zhu, Mingmin
    Zhou, Haomiao
    SENSORS, 2024, 24 (02)
  • [29] Highly Sensitive Whole-Cell Biosensor for Cadmium Detection Based on a Negative Feedback Circuit
    Zhang, Guangbao
    Hu, Shuting
    Jia, Xiaoqiang
    FRONTIERS IN BIOENGINEERING AND BIOTECHNOLOGY, 2021, 9