Tea helps neuromorphic computing: flexible memristors from tea polyphenols

Wei-Ning Zhang, Xiang-Yang Li, Zhe Zhang, Wen-Jing Sun and Hao-Li Zhang

J. Mater. Chem. C, 2024, 12, 5748
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2D MoTe2 memristors for energy-efficient artificial synapses and neuromorphic applications

Rajwali Khan, Naveed Ur Rehman, Sujith Kalluri, Sundaravadivel Elumalai, Appukuttan Saritha, Muhammad Fakhar-e-alam, Muhammad Ikram, Sherzod Abdullaev, Nasir Rahman and Sambasivam Sangaraju

Nanoscale, 2025, 17, 13174
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A Multimodal Humidity Adaptive Optical Neuron Based on a MoWS2/VOx Heterojunction for Vision and Respiratory Functions

Abdul Momin Syed, Dhananjay D. Kumbhar, Hanrui Li, Manoj Kumar Rajbhar, Dayanand Kumar, Pratibha Pal, Nimer Wehbe, Mohamed ben Hassine and Nazek El‐Atab

Advanced Materials, 2025, 37
DOI: 10.1002/adma.202417793

Circuit Modeling of Parasitic Effects in Combined Memristor-Diode Crossbar Arrays for Neuromorphic Devices

A. A. Neustroev, A. N. Busygin and S. Yu. Udovichenko

Nanotechnol Russia, 2025, 20, 239
DOI: 10.1134/S2635167624602705

Blood-based biomemristor for hyperglycemia and hyperlipidemia monitoring

Kaikai Gao, Bai Sun, Guangdong Zhou, Zelin Cao, Linbiao Xiang, Jiawei Yu, Ruixin Wang, Yingmin Yao, Fulai Lin, Zhuoqun Li, Fenggang Ren, Yi Lv and Qiang Lu

Materials Today Bio, 2024, 28, 101169
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Resistive random access memory based artificial neural network for brain-inspired neuromorphic computing

Xiao Sun, Zhipeng Xia, Tianyu Wang, Boyan Jin and Jialin Meng

Materials Today, 2025, 88, 567
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Analytical Modeling and Parameter Extraction of High-Performance Low-Power Memristive Device Based on Trilayer Interlinked Graphene Oxide

Abbas Mohammed Atiyah, Hassan Sedghi, Mohammad Taghi Ahmadi and Meisam Rahmani

Int. J. Nanosci., 2025, 24
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Advancements in 2D layered material memristors: unleashing their potential beyond memory

Kiran A. Nirmal, Dhananjay D. Kumbhar, Arul Varman Kesavan, Tukaram D. Dongale and Tae Geun Kim

npj 2D Mater Appl, 2024, 8
DOI: 10.1038/s41699-024-00522-4

Reliability and energy function of an oscillator and map neuron

Qun Guo, Guodong Ren, Chunni Wang and Zhigang Zhu

BioSystems, 2025, 251, 105443
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Neural Information Processing and Time‐Series Prediction with Only Two Dynamical Memristors

Dániel Molnár, Tímea Nóra Török, János Volk, Roland Kövecs, László Pósa, Péter Balázs, György Molnár, Nadia Jimenez Olalla, Zoltán Balogh, János Volk, Juerg Leuthold, Miklós Csontos and András Halbritter

Adv Elect Materials, 2026, 12
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Exploring the Future of Sensing With Memristor Technology: Leveraging Cut‐in for Enhanced Performance

Maitri Prajapati, Margi Solanki, Kinjal Patel, Keyur Patel, Gopal Bhatt, Shyam Sunder Sharma and Jaymin Ray

ChemistrySelect, 2026, 11
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A mini review of recent progress on halide perovskite memristor devices: materials science, challenges and applications

Wang Peixiong, Chen Xiang, Pan Xiaoxin, Jiang Bowen, Li Xiaoqing, Pan Yanqin, Pan Jie, Tao Li, Duan Jinxia, Zhang Jun and Wang Hao

Materials Today Energy, 2024, 45, 101692
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Biomedical Application of a Biocompatible Memristor Inspired by the Design of Monitoring Glioma Tumor Cells

Xiaobin Ren, Bai Sun, Guanchen Liu, Chaoqun Zhou, Zelin Cao, Kaikai Gao, Yu Cui, Zijun Xu, Mengna Wang, Wentao Yan, Kun Wang, Yi Lv, Fenggang Ren, Guogang Luo and Kun Zhu

Adv Materials Technologies, 2025, 10
DOI: 10.1002/admt.202501052

Thermally stable silk fibroin/carbon nanotube biomemristors for BCM learning rule simulation and neuromorphic computing applications

Junchao Zhang, Bai Sun, Guangdong Zhou, Wentao Hou, Zelin Cao, Kaikai Gao, Mengna Wang, Xiaojun Li, Song Ling Wang and Jinyou Shao

International Journal of Biological Macromolecules, 2026, 359, 151888
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Bioinspired neuromorphic memristor with logical operation for precision sperm detection in seminiferous tubules

Yu Cui, Wenting Yang, Xinyu Zhang, Yiqing Chen, Mengna Wang, Zelin Cao, Kaikai Gao, Bai Sun, Yanmin Ma and Guoqing Tong

Materials Today Bio, 2025, 34, 102241
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Organic Nanomaterials in Memristor-Based Devices for Information Processing and Artificial Intelligence Applications: A Review

Xueqi Chen, Chuan Ke, Bai Sun, Haotian Liang, Ziran Qian, Qifan Wen, Dingshu Tian, Chuan Yang, Min Xu and Yong Zhao

ACS Appl. Nano Mater., 2025, 8, 12459
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Memristor-integrated sensing systems leveraging quantum conductance effect for artificial bioelectronics

Yaoqun Wang, Qianwen Zhang, Yang Li, Yang Xia, Shiqing Zhao, Haiyan Hu, Fangchao Li, Xinli Cheng, Wenhu Qian and Cheng Zhang

Applied Physics Reviews, 2025, 12
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Real-time monitoring and early warning neuromorphic system based on high-endurance three-mode sensing memristors

Hong Wang, Haoning Liu, Ziliang Fang, Yusong Tang, Runyao Lin, Shufang Wang and Xiaobing Yan

Chemical Engineering Journal, 2025, 516, 163914
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Integrating Memristor-Based Median Filtering at the Sensor Front End for Biomedical Image Enhancement

Lokesh Kumar Hindoliya, Mangal Das, Kumari Jyoti, Animesh Paul, Mohit Kumar, Saurabh Yadav, Ram Bilas Pachori and Shaibal Mukherjee

IEEE Sens. Lett., 2026, 10, 1
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Firing activities analysis of neuron–astrocyte network with biomimetic memristor synapse

Kaijie Chen and Zhijun Li

Nonlinear Dyn, 2025, 113, 21769
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State Switching and neuromorphic behaviors of bistable locally active memristive neuron near the edge of chaos

Lin Yan, Zhibin Yan, Tao Luo, Zhiyong Liu and Weiqing Liu

Nonlinear Dyn, 2026, 114
DOI: 10.1007/s11071-026-12227-y

TiOx-Based Implantable Memristor for Biomedical Engineering

Chuan Yang, Hongyan Wang, Zelin Cao, Kun Wang, Guangdong Zhou, Wentao Hou, Yong Zhao and Bai Sun

ACS Appl. Mater. Interfaces, 2025, 17, 6550
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Design and Simulation of a High-Order Memristor Emulator Based on Cascaded OTA Integrators

Mehmet Sagbas, Shahram Minaei and Muzaffer Çayir

Circuits Syst Signal Process, 2025
DOI: 10.1007/s00034-025-03351-y

Investigation of resistive switching behavior driven by active and passive electrodes in MoO2–MoS2 core shell nanowire memristors

Renu Yadav, Saroj Poudyal, Bubunu Biswal, Ramesh Rajarapu, Prahalad Kanti Barman, Kostya S. Novoselov and Abhishek Misra

Applied Physics Letters, 2024, 125
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Memristor-based Neuromorphic Diagnostic Systems: An Emerging Strategy for Intelligent Medicine

Bai Sun, Junchao Zhang, Chuan Yang, Guangdong Zhou, Linfeng Sun, Zelin Cao, Bo Yang, Xiangming Li, Xiaoliang Chen and Jinyou Shao

ACS Nano Med., 2026, 1, 18
DOI: 10.1021/acsnanomed.5c00084

A study of the synaptic memory behavior of a flour-based flexible memristor

Kekang Ma, Gan Li, Hao Wu, Xiaolei Chang, Mengran Wu and Ling Wei

Organic Electronics, 2025, 143, 107255
DOI: 10.1016/j.orgel.2025.107255

Effect of Gamma Irradiation on the Structure, Morphology, and Memristive Properties of CVD Grown ReS2 Thin Film

Pallavi Aggarwal, Prashant Bisht, Subhajit Jana, Ambuj Mishra, Samit Kumar Ray, Edward Yi Chang, Bodh Raj Mehta and Rajendra Singh

Adv Materials Technologies, 2024, 9
DOI: 10.1002/admt.202400400

An attractor-controllable memristive Hopfield neural network and its application on voice encryption

Zhenyao Li, Jie Jin, Daobing Zhang and Chaoyang Chen

Integration, 2025, 105, 102500
DOI: 10.1016/j.vlsi.2025.102500

A reversible implantable memristor for health monitoring applications

Zelin Cao, Linbiao Xiang, Bai Sun, Kaikai Gao, Jiawei Yu, Guangdong Zhou, Xuegang Duan, Wentao Yan, Fulai Lin, Zhuoqun Li, Ruixin Wang, Yi Lv, Fenggang Ren, Yingmin Yao and Qiang Lu

Materials Today Bio, 2024, 26, 101096
DOI: 10.1016/j.mtbio.2024.101096

A neuromorphic multi-scale approach for real-time heart rate and state detection

Chiara De Luca, Mirco Tincani, Giacomo Indiveri and Elisa Donati

npj Unconv. Comput., 2025, 2
DOI: 10.1038/s44335-025-00024-6

Natural biomaterials for sustainable flexible neuromorphic devices

Yanfei Zhao, Seungbeom Lee, Tingyu Long, Hea-Lim Park and Tae-Woo Lee

Biomaterials, 2025, 314, 122861
DOI: 10.1016/j.biomaterials.2024.122861

Realization of multi-functional features with ZnO nanosheets/p-Si based electronic device for energy harvesting and memristive switching

Parasuraman R and Rathnakannan K

Memories - Materials, Devices, Circuits and Systems, 2024, 8, 100114
DOI: 10.1016/j.memori.2024.100114

Photoelectric Reservoir Computing Based on TiOx Memristor for Analog Signal Processing

Zimu Li, Dengshun Gu, Xuesen Xie, Ping Li, Bai Sun, Changrong Liao, Xiaofang Hu, Jia Yan, Lidan Wang, Shukai Duan and Guangdong Zhou

ACS Appl. Nano Mater., 2025, 8, 6591
DOI: 10.1021/acsanm.5c00337

Multiparametric AFM insights into electron transport mechanisms in biomemristors

Chenyang Shi, Annie Y. Heble and Shuai Zhang

Materials Today Physics, 2024, 44, 101429
DOI: 10.1016/j.mtphys.2024.101429