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Bioinspired Electrolyte-Gated Organic Synaptic Transistors: From Fundamental Requirements to Applications
《Nano-Micro Letters》2025年第8期491-532,共42页Yuanying Liang Hangyu Li Hu Tang Chunyang Zhang Dong Men Dirk Mayer 
financial support by the self-supporting project of Pazhou Lab(No.PZL2023ZZ0011);by National Key R&D Program of China(No.2019YFA0904801).
Rapid development of artificial intelligence requires the implementation of hardware systems with bioinspired parallel information processing and presentation and energy efficiency.Electrolyte-gated organic transistor...
关键词：Neuromorphic device Tunable synaptic plasticity Electrolyte-gated organic transistors Neurochemical signals Artificial perception systems 
Deterministic Convergence Analysis for GRU Networks via Smoothing Regularization
《Computers, Materials & Continua》2025年第5期1855-1879,共25页Qian Zhu Qian Kang Tao Xu Dengxiu Yu Zhen Wang 
supported by the National Science Fund for Distinguished Young Scholarship(No.62025602);National Natural Science Foundation of China(Nos.U22B2036,11931015);the Fok Ying-Tong Education Foundation China(No.171105);the Fundamental Research Funds for the Central Universities(No.G2024WD0151);in part by the Tencent Foundation and XPLORER PRIZE.
In this study,we present a deterministic convergence analysis of Gated Recurrent Unit(GRU)networks enhanced by a smoothing L_(1)regularization technique.While GRU architectures effectively mitigate gradient vanishing/...
关键词：Gated recurrent unit REGULARIZATION convergence 
High linearity GaN HEMT by optimized three-dimensional-gated modulation via top-MIS-gate nanowire channel structure
《Science China(Information Sciences)》2025年第4期391-392,共2页Can GONG Minhan MI Yuwei ZHOU Pengfei WANG Hanzhen LI Xinyi WEN Ting MENG Sirui AN Xiang DU Kai CHENG Meng ZHANG Qing ZHU Xiaohua MA Yue HAO 
supported by National Key Research and Development Project of China(Grant No.2023YFB3609604);Key R&D Program of Guangzhou(Grant No.202103020002);Fundamental Research Funds for the Central Universities(Grant No.YJSJ24020);ZTE IndustryUniversity-Institute Cooperation Funds(Grant No.HC-CN-20220708005)。
GaN-based high-electron-mobility transistors(HEMTs)have found extensive applications in defense,aerospace,and civilian communications[1,2].However,with the increase of gate voltage(VGS),the transconductance(Gm)of the ...
关键词：signal distortion three dimensional gated modulation cut off frequency GM gan hemt TRANSCONDUCTANCE nanowire channel high linearity 
Realizing temperature-gated photochromic NaYTiO_(4):Bi^(3+)for a time-temperature indicator
《Science China Materials》2025年第4期1064-1073,共10页Yunwen Bao Wei Hu Yiqing Zhou Zhongxian Qiu Jingxuan Zhang Jiaping Zhang Jiaren Du Shixun Lian 
supported by the National Key Research and Development Program of China(2023YFD1700903);the Scientific Research Fund of the Hunan Provincial Education Department(24A0073);the Young Talent Lift Program of Hunan Normal University(2024QNTJ05);the National Natural Science Foundation of China(12204197)。
Time-temperature indicator(TTI)technologies enable real-time quality monitoring of perishable products during transportation-storage.Photochromic material-guided TTI offers significant benefits in terms of nondestruct...
关键词：PHOTOCHROMISM color center trap depth NaYTiO_(4) TTI 
GEFormer:A genotype-environment interactionbased genomic prediction method that integrates the gating multilayer perceptron and linear attention mechanisms
《Molecular Plant》2025年第3期527-549,共23页Zhou Yao Mengting Yao Chuang Wang Ke Li Junhao Guo Yingjie Xiao Jianbing Yan Jianxiao Liu 
supported by the Biological Breeding-National Science and Technology Major Project(2023ZD04076);the Hubei Provincial Natural Science Foundation(2023AFB832),the Natural Science Foundation of Guizhou Province Science and Technology Agency(ZK[2025]096);the Major Project of Hubei Hongshan Laboratory(2022HSZD031);the Yingzi Tech&Huazhong Agricultural University Intelligent Research Institute of Food Health(IRIFH202209).
The integration of genotypic and environmental data can enhance genomic prediction accuracy for crop field traits.Existing genomic prediction methods fail to consider environmental factors and the real growth environm...
关键词：genomic prediction crop growth environment genotype-environment interactions gated MLP linear attention mechanism 
Ontology Matching Method Based on Gated Graph Attention Model
《Computers, Materials & Continua》2025年第3期5307-5324,共18页Mei Chen Yunsheng Xu Nan Wu Ying Pan 
supported by the National Natural Science Foundation of China(grant numbers 62267005 and 42365008);the Guangxi Collaborative Innovation Center of Multi-Source Information Integration and Intelligent Processing.
With the development of the Semantic Web,the number of ontologies grows exponentially and the semantic relationships between ontologies become more and more complex,understanding the true semantics of specific terms o...
关键词：Ontology matching representation learning OWL2Vec*method graph attention model 
Electrolyte-gated optoelectronic transistors for neuromorphic applications被引量：1
《Journal of Semiconductors》2025年第2期6-22,共17页Jinming Bi Yanran Li Rong Lu Honglin Song Jie Jiang 
supported by the Hunan Science Fund for Distinguished Young Scholars(2023JJ10069);the National Natural Science Foundation of China(52172169);the Project of State Key Laboratory of Precision Manufacturing for Extreme Service Performance,Central South University(ZZYJKT2024-02).
The traditional von Neumann architecture has demonstrated inefficiencies in parallel computing and adaptive learn-ing,rendering it incapable of meeting the growing demand for efficient and high-speed computing.Neuromo...
关键词：neuromorphic computing electrolyte-gated transistors artificial synapses optoelectronic devices 
A Flexible Smart Healthcare Platform Conjugated with Artificial Epidermis Assembled by Three‑Dimensionally Conductive MOF Network for Gas and Pressure Sensing
《Nano-Micro Letters》2025年第2期601-620,共20页Qingqing Zhou Qihang Ding Zixun Geng Chencheng Hu Long Yang Zitong Kan Biao Dong Miae Won Hongwei Song Lin Xu Jong Seung Kim 
supported by the National Natural Science Foundation of China(Grant Nos.U22A20184,52250077,and 52272080);the Jilin Province Natural Science Foundation of China(No.20220201093GX);the Fundamental Research Funds for the Central Universities;supported by the National Research Foundation of Korea(2018R1A3B1052702 to JSK);the Starting growth Technological R&D Program(TIPS Program,No.S3201803,2021,MW)funded by the Ministry of SMEs and Startups(MSS,Korea).
The rising flexible and intelligent electronics greatly facilitate the noninvasive and timely tracking of physiological information in telemedicine healthcare.Meticulously building bionic-sensitive moieties is vital f...
关键词：Ti_(3)C_(2)T_(x)@Cu_(3)(HHTP)_(2)composites NO_(2)/pressure flexible sensors Health-monitoring Machine learning 
Aligning enhanced feature representation for generalized zero-shot learning
《Science China(Information Sciences)》2025年第2期70-84,共15页Zhiyu FANG Xiaobin ZHU Chun YANG Hongyang ZHOU Jingyan QIN Xu-Cheng YIN 
supported by National Science and Technology Major Project(Grant No.2020AAA0109701);National Science Fund for Distinguished Young Scholars(Grant No.62125601);National Natural Science Foundation of China(Grant No.62076024)。
Constructing an effective common latent embedding by aligning the latent spaces of cross-modal variational autoencoders(VAEs)is a popular strategy for generalized zero-shot learning(GZSL).However,due to the lack of fi...
关键词：generalized zero-shot learning gated attention mechanism contrastive learning multi-modal alignment 
Logic-in-memory cell enabling binary and ternary Boolean logics
《Science China(Information Sciences)》2025年第2期366-375,共10页Jeongyun OH Juhee JEON Yunwoo SHIN Kyougah CHO Sangsig KIM 
partially supported by National Research Foundation of Korea Grant funded by the Korean Government(MSIT)(Grant Nos.RS-2023-00260876,2022M317A3046571);Samsung Electronics(Grant No.IO201223-08257-01);Brain Korea 21 Plus Project;a Korea University Grant。
In computing systems,processing and memory units have been integrated into logic-in-memory(LiM)to enhance the computational efficiency and performance.LiM has been attempted to perform not only binary but also ternary...
关键词：logic-in-memory reconfigurable channel modes ternary logic triple-gated feedback field-effect transistors 
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