Dynamic memristor-based reservoir computing for high-efficiency temporal signal processing by Yanan Zhong, Jianshi Tang, Xinyi Li, Bin Gao, He Qian, Huaqiang Wu

“…Zhong et al. develop a parallel memristor-based reservoir computing system capable of tuning critical parameters, achieving classification accuracy of 99.6% in spoken-digit recognition and time-series prediction error of 0.046 in the Hénon map.…”
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Low‐power hybrid memristor‐CMOS spiking neuromorphic STDP learning system by Gabriel Maranhão, Janaina Gonçalves Guimarães

“…In this way, CMOS transistors were used to implement neurons, memristors were used to work as synapses, and the proposed network has a spike‐timing‐dependent plasticity (STDP) learning aspect. …”
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GERARD: GEneral RApid Resolution of Digital Mazes Using a Memristor Emulator by Pablo Dopazo, Carola de Benito, Oscar Camps, Stavros G. Stavrinides, Rodrigo Picos

Subjects: “…memristor…”
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Chaos Control in Memristor-based Oscillators Using Intelligent Sliding Mode Control by Amir Hossein Abolmasoumi, Somayeh Khosravinejad

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Modeling the Flux-Charge Relation of Memristor with Neural Network of Smooth Hinge Functions by X. Mu, J. Yu, S. Wang

Subjects: “…Memristor…”
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Mapping Transformation Enabled High-Performance and Low-Energy Memristor-Based DNNs by Md. Oli-Uz-Zaman, Saleh Ahmad Khan, Geng Yuan, Zhiheng Liao, Jingyan Fu, Caiwen Ding, Yanzhi Wang, Jinhui Wang

Subjects: “…memristor…”
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Self‐selective memristor‐enabled in‐memory search for highly efficient data mining by Ling Yang, Xiaodi Huang, Yi Li, Houji Zhou, Yingjie Yu, Han Bao, Jiancong Li, Shengguang Ren, Feng Wang, Lei Ye, Yuhui He, Jia Chen, Guiyou Pu, Xiang Li, Xiangshui Miao

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Efficient combinatorial optimization by quantum-inspired parallel annealing in analogue memristor crossbar by Mingrui Jiang, Keyi Shan, Chengping He, Can Li

“…Special-purpose hardware such as Ising machines, particularly memristor-based analog Ising machines, have emerged as promising solutions. …”
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Simulating Synaptic Behaviors through Frequency Modulation in a Capacitor–Memristor Circuit by Kuibo Yin, Jingcang Li, Yuwei Xiong, Mingyun Zhu, Zhiyuan Tan, Zhanrui Jin

Subjects: “…memristors…”
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Flux-charge analysis and experimental verification of a parallel Memristor–Capacitor circuit by M.A. Carrasco-Aguilar, F.E. Morales-López, C. Sánchez-López, Rocio Ochoa-Montiel

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Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks by Djohan Bonnet, Tifenn Hirtzlin, Atreya Majumdar, Thomas Dalgaty, Eduardo Esmanhotto, Valentina Meli, Niccolo Castellani, Simon Martin, Jean-François Nodin, Guillaume Bourgeois, Jean-Michel Portal, Damien Querlioz, Elisa Vianello

“…An innovative solution utilizes memristors’ inherent probabilistic nature to implement Bayesian neural networks. …”
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Discrete-Time Memristor Model for Enhancing Chaotic Complexity and Application in Secure Communication by Wenhao Yan, Wenjie Dong, Peng Wang, Ya Wang, Yanan Xing, Qun Ding

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Partial-Gated Memristor Crossbar for Fast and Power-Efficient Defect-Tolerant Training by Khoa Van Pham, Tien Van Nguyen, Kyeong-Sik Min

Subjects: “…memristor crossbar…”
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Simulation of In-Situ Training in Spike Neural Network Based on Non-Ideal Memristors by Lan Ma, Guosheng Wang, Shulong Wang, Dongliang Chen

“…In this paper, we proposed a multilayer supervised training method based on Multi-Resume and memristor synaptic properties. We use a new differential equation describe the dynamic of Pt/HfO2/Al2O3/Ti devices and update weights based on present conductance. …”
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Energy-efficient and noise-tolerant neuromorphic computing based on memristors and domino logic by Hagar Hendy, Cory Merkel

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Memristor-based storage system with convolutional autoencoder-based image compression network by Yulin Feng, Yizhou Zhang, Zheng Zhou, Peng Huang, Lifeng Liu, Xiaoyan Liu, Jinfeng Kang

“…We adopt the 4-bit memristor arrays to experimentally demonstrate the functions of the system. …”
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Interfacial Resistive Switching of Niobium–Titanium Anodic Memristors with Self-Rectifying Capabilities by Dominik Knapic, Alexey Minenkov, Elena Atanasova, Ivana Zrinski, Achim Walter Hassel, Andrei Ionut Mardare

Subjects: “…anodic memristor…”
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Memristor-based analogue computing for brain-inspired sound localization with in situ training by Bin Gao, Ying Zhou, Qingtian Zhang, Shuanglin Zhang, Peng Yao, Yue Xi, Qi Liu, Meiran Zhao, Wenqiang Zhang, Zhengwu Liu, Xinyi Li, Jianshi Tang, He Qian, Huaqiang Wu

“…Here, Wu et al demonstrate in-situ learning of sound localization function using a memristor array, with dramatic improvements in energy efficiency.…”
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NbOx based memristor as artificial synapse emulating short term plasticity by Sweety Deswal, Ashok Kumar, Ajeet Kumar

“…Memristors can mimic the functions of biological synapse, where it can simultaneously store the synaptic weight and modulate the transmitted signal. …”
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Intrinsic Decay Property of Ti/TiOx/Pt Memristor for Reinforcement Learning by Yuehua Dai, Wenbin Guo, Zhe Feng, Zuyu Xu, Yunlai Zhu, Fei Yang, Zuheng Wu

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