Recent advances in artificial neuromorphic applications based on perovskite composites

Huaxin Li, Qingxiu Li, Tao Sun, Ye Zhou and Su-Ting Han

Mater. Horiz., 2024, 11, 5499
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A covalent organic polymer-based transistor with multifunctional memory and synaptic functions

Zihao Feng, Ahmed M. Elewa, Islam M. A. Mekhemer, Wenbiao Niu, Xin-Qi Ma, Ziqi Jia, JiYu Zhao, Su-Ting Han, Ho-Hsiu Chou and Ye Zhou

J. Mater. Chem. C, 2024, 12, 1334
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Achieving reinforcement learning in a three-active-terminal neuromorphic device based on a 2D vdW ferroelectric material

Feng Guo, Weng Fu Io, Zhaoying Dang, Ran Ding, Sin-Yi Pang, Yuqian Zhao and Jianhua Hao

Mater. Horiz., 2023, 10, 3719
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Bio-inspired artificial synaptic transistors: evolution from innovative basic units to system integration

Xin Wang, Yixin Ran, Xiaoqian Li, Xinsu Qin, Wanlong Lu, Yuanwei Zhu and Guanghao Lu

Mater. Horiz., 2023, 10, 3269
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2D van der Waals heterostructure memristors: from band structure regulation to neuromorphic computing applications

Xiao-Fang Luo, Xiao-Bin Guo, Dan Zhang, Qi-Jun Sun, Wen-Hua Li, Yan-Ping Jiang and Xin-Gui Tang

Mater. Horiz., 2025, 12, 7277
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Vertical 0.6 V sub-10 nm oxide-homojunction transistor gated by a silk fibroin/sodium alginate crosslinking hydrogel for pain-sensitization enhancement emulation

Jingya Su, Yanran Li, Dingdong Xie and Jie Jiang

Mater. Horiz., 2023, 10, 1745
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Adaptive Neural Activation and Neuromorphic Processing via Drain‐Injection Threshold‐Switching Float Gate Transistor Memory

Han Wang, Yuanlong Lu, Shangbo Liu, Jun Yu, Man Hu, Sainan Li, Rui Yang, Kenji Watanabe, Takashi Taniguchi, Ying Ma, Xiangshui Miao, Fuwei Zhuge, Yuhui He and Tianyou Zhai

Advanced Materials, 2023, 35
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Hierarchies in Visual Pathway: Functions and Inspired Artificial Vision

Shirui Zhu, Tao Xie, Ziyu Lv, Yan‐Bing Leng, Yu‐Qi Zhang, Runze Xu, Jingrun Qin, Ye Zhou, Vellaisamy A. L. Roy and Su‐Ting Han

Advanced Materials, 2024, 36
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2D multifunctional devices: from material preparation to device fabrication and neuromorphic applications

Zhuohui Huang, Yanran Li, Yi Zhang, Jiewei Chen, Jun He and Jie Jiang

Int. J. Extrem. Manuf., 2024, 6, 032003
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Drosophila Visual System Inspired Ambipolar OFET for Motion Detection

Tao Xie, Yan‐Bing Leng, Tao Sun, Shirui Zhu, Hecheng Cai, Pengfei Han, Yu‐Qi Zhang, Jingrun Qin, Runze Xu, Zezhuang Yi, Ye Zhou and Su‐Ting Han

Adv Funct Materials, 2025, 35
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Trivalent Ionic Molecular Bridges as Efficient Charge‐Trapping Method for All‐Solid‐State Organic Synaptic Transistors toward Neuromorphic Signal Processing Applications

Taehoon Kim, Woongki Lee and Youngkyoo Kim

Small Methods, 2025, 9
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2D-materials-based optoelectronic synapses for neuromorphic applications

Jiaxin Chen and Wentao Xu

eScience, 2023, 3, 100178
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Tailoring lithium intercalation pathway in 2D van der Waals heterostructure for high‐speed edge‐contacted floating‐gate transistor and artificial synapses

Jun Yu, Jiawei Fu, Hongcheng Ruan, Han Wang, Yimeng Yu, Jinpeng Wang, Yuhui He, Jinsong Wu, Fuwei Zhuge, Ying Ma and Tianyou Zhai

InfoMat, 2024, 6
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Advanced Neuromorphic Applications Enabled by Synaptic Ion‐Gating Vertical Transistors

Leandro Merces, Letícia Mariê Minatogau Ferro, Ali Nawaz and Prashant Sonar

Advanced Science, 2024, 11
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A unipolar-driven synaptic transistor for environment-adaptable vision system

Sukwon Jang, Keunho Soh, Chungryeol Lee, Taehyun Nam, Minjae Jang, Jeong-ik Park, Changhyeon Lee, Junhwan Choi, Jung Ho Yoon and Sung Gap Im

Nat Commun, 2025, 16
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Neuromorphic Floating-Gate Memory Based on 2D Materials

Chao Hu, Lijuan Liang, Jinran Yu, Liuqi Cheng, Nianjie Zhang, Yifei Wang, Yichen Wei, Yixuan Fu, Zhong Lin Wang and Qijun Sun

Cyborg Bionic Syst, 2025, 6
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Progress in Bioinspired Photodetectors Design for Visual Information Processing

Yi Wu, Wenjie Deng, Xiaoting Wang, Wenjing Yu, Zhijie Chen, Xiaoqing Chen, Jingzhen Li, Yang Chai and Yongzhe Zhang

Adv Funct Materials, 2023, 33
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A flexible thermal-coupled InGaZnO adaptive synapse

Mingtao Xu, Haotian Long, Chuanyu Fu, Huiwu Mao, Changjin Wan and Qing Wan

Applied Physics Letters, 2024, 124
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Enhancement-Mode Carbon Nanotube Optoelectronic Synaptic Transistors with Large and Controllable Threshold Voltage Modulation Window for Broadband Flexible Vision Systems

Zebin Wang, Min Li, Hongchao Yang, Shuangshuang Shao, Jiaqi Li, Meng Deng, Kaixiang Kang, Yuxiao Fang, Hua Wang and Jianwen Zhao

ACS Nano, 2024, 18, 14298
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Tuned band offset in homogenous TMDs via asymmetric ferroelectric semiconductor gates toward simultaneous rectification and memory

Yurong Jiang, Yu Zhao, Ruiqi Wang, Jian Su, Xiaohui Song, Yong Yan, Xueping Li, Liangzhi Kou and Congxin Xia

Applied Physics Letters, 2023, 122
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Ferroelectric polarization modulated optoelectronic synapses based on BaTiO3/TiO2 heterojunction for non-volatile visual memory

Zhifei Jian, Wenhua Li, Lin Zhang, Xingui Tang, Renkai Zhao, Yongxi Liang, Yanping Jiang, Xiaobin Guo, Guowu Tang and Kai Yan

Journal of Colloid and Interface Science, 2025, 700, 138398
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