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Browsing by Author "Deng, Quanli"
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Memristive Tabu learning neuron generated multi-wing attractor with FPGA implementation and application in encryption
Deng, Quanli; Wang, Chunhua; Sun, Yichuang; Deng, Zekun; Yang, Gang (2024-08-13)Memristors, with their unique nonlinear characteristics, are highly suitable for construction of novel neural models with rich dynamic behaviors. In this paper, a memristor with piecewise nonlinear state function is ... -
Memristor-Based Attention Network for Online Real-Time Object Tracking
Deng, Zekun; Wang, Chunhua; Lin, Hairong; Deng, Quanli; Sun, Yichuang (2024-08-02)Most existing visual object tracking approaches are implemented based on von Neumann computation systems, which inevitably have the problems of high latency. Additionally, remote server processing of video resources requires ... -
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 (2021-08-20)In this work, a full circuit of memristor-based neural network with weighted sum simultaneous perturbation training is proposed. Firstly, a synaptic circuit is designed by using a pair of memristors, which can represent ... -
Nonvolatile CMOS memristor, reconfigurable array and its application in power load forecasting
Deng, Quanli; Wang, Chunhua; Sun, Jingru; Sun, Yichuang; Jiang, Jinguang; Lin, Hairong; Deng, Zekun (2023-12-29)The high cost, low yield, and low stability of nano-materials significantly hinder the application and development of memristors. To promote the application of memristors, researchers proposed a variety of memristor emulators ...