supported by the Swedish Strategic Research Foundation(SSF FFL15-0174 to Zhen Zhang);the Swedish Research Council(VR 2018-06030 and 2019-04690 to Zhen Zhang);the Wallenberg Academy Fellow Extension Program(KAW 2020-0190 to Zhen Zhang);the Olle Engkvist Foundation(Postdoc grant 214-0322 to Zhen Zhang).
Memristive crossbar arrays(MCAs)offer parallel data storage and processing for energy-efficient neuromorphic computing.However,most wafer-scale MCAs that are compatible with complementary metal-oxide-semiconductor(CMO...
supported in part by National Natural Science Foundation of China(Grant Nos.U2341221,62274070);Hubei Province Science and Technology Major Project(Grant No.2022AEA001);Interdisciplinary Research Program of Huazhong University of Science and Technology(Grant No.2023JCYJ042);Hubei Key Laboratory of Advanced Memories。
The memristor crossbar,with its exceptionally high storage density and parallelism,enables efficient vector matrix multiplication(VMM),significantly improving data throughput and computational efficiency.However,its a...
This work was supported by the financial support from the National Key Research and Development Program of China(Nos.2021YFA1202600 and 2023YFF0719600);the National Natural Science Foundation of China(Nos.U23A20322,92164108,62174164 and U22A2075);Natural Science Foundation of Zhejiang Province(No.LR23E020001);Hunan Provincial Natural Science Foundation(Nos.2023JJ50009 and 2023JJ30599);Talent Plan of Shanghai Branch,Chinese Academy of Sciences(No.CASSHB-QNPD-2023-022);Ningbo Technology Project(No.2022A-007-C).
Self-rectifying memristor(SRM)arrays hold tremendous potential in high-density data storage and energy efficient neuromorphic computing.However,SRM arrays are mostly developed on rigid substrates and lack mechanical f...
Following publication of the original article[1],the authors noticed a mistake in the Supplementary file,more specifically in figures S11 and S12 where they used by mistake the same sub-figures.The original article[1]...
financial support by the Semiconductor Initiative at the King Abdullah University of Science and Technology;supported by King Abdullah University of Science and Technology(KAUST)Research Funding(KRF)under Award No.ORA-2022-5314.
The emergence of the Internet-of-Things is anticipated to create a vast market for what are known as smart edge devices,opening numerous opportunities across countless domains,including personalized healthcare and adv...
financially supported by the National Natural Science Foundation of China (No.62074079);the Fundamental Research Funds for the Central Universities (No.30923010603)。
A memristor crossbar array (MCA) has emerged as a cutting-edge platform for advanced memory and neuromorphic computing hardware,offering unrivaled bit-level storage density.A diffusive memristor cell (DMC) is particul...
supported by the Research Fund for International Young Scientists of the National Natural Science Foundation of China(61550110248);the Research on Fundamental Theory of Shared Intelligent Street Lamp for New Scene Service(H04W200495);Sichuan Science and Technology Program(2019YFG0190);the Research on Sino-Tibetan Multi-source Information Acquisition,Fusion,Data Mining and its Application(H04W170186).
Memristor with memory properties can be applied to connection points(synapses)between cells in a cellular neural network(CNN).This paper highlights memristor crossbar-based multilayer CNN(MCM-CNN)and its application t...
supported by the National Natural Science Foundation of China(61801154,61771176);the Zhejiang Provincial Natural Science Foundation of China(LY20F010008).
Neuromorphic computing simulates the operation of biological brain function for information processing and can potentially solve the bottleneck of the Von Neumann architecture.Inspired by the real characteristics of p...