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  1. Article ; Online: Physical reservoirs based on MoS

    Li, Lingqi / Xiang, Heng / Zheng, Haofei / Chien, Yu-Chieh / Duong, Ngoc Thanh / Gao, Jing / Ang, Kah-Wee

    Nanoscale horizons

    2024  Volume 9, Issue 5, Page(s) 752–763

    Abstract: Reservoir computing (RC), a variant of recurrent neural networks (RNNs), is well-known for its reduced energy consumption through exclusive focus on training the output weight and its superior performance in handling spatiotemporal information. ... ...

    Abstract Reservoir computing (RC), a variant of recurrent neural networks (RNNs), is well-known for its reduced energy consumption through exclusive focus on training the output weight and its superior performance in handling spatiotemporal information. Implementing these networks in hardware requires devices with superior fading memory behavior. Unlike filament-based two-terminal devices, those relying on ferroelectric switching demonstrate improved voltage reliability, while three-terminal transistors provide additional active control. HfO
    Language English
    Publishing date 2024-04-29
    Publishing country England
    Document type Journal Article
    ISSN 2055-6764
    ISSN (online) 2055-6764
    DOI 10.1039/d3nh00524k
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Reliable Memristor Crossbar Array Based on 2D Layered Nickel Phosphorus Trisulfide for Energy-Efficient Neuromorphic Hardware.

    Weng, Zhengjin / Zheng, Haofei / Li, Lingqi / Lei, Wei / Jiang, Helong / Ang, Kah-Wee / Zhao, Zhiwei

    Small (Weinheim an der Bergstrasse, Germany)

    2023  Volume 20, Issue 5, Page(s) e2304518

    Abstract: Designing reliable and energy-efficient memristors for artificial synaptic arrays in neuromorphic computing beyond von Neumann architecture remains a challenge. Here, memristors based on emerging layered nickel phosphorus trisulfide ( ... ...

    Abstract Designing reliable and energy-efficient memristors for artificial synaptic arrays in neuromorphic computing beyond von Neumann architecture remains a challenge. Here, memristors based on emerging layered nickel phosphorus trisulfide (NiPS
    Language English
    Publishing date 2023-09-26
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 2168935-0
    ISSN 1613-6829 ; 1613-6810
    ISSN (online) 1613-6829
    ISSN 1613-6810
    DOI 10.1002/smll.202304518
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article ; Online: Coupled Ferroelectric-Photonic Memory in a Retinomorphic Hardware for In-Sensor Computing.

    Duong, Ngoc Thanh / Shi, Yufei / Li, Sifan / Chien, Yu-Chieh / Xiang, Heng / Zheng, Haofei / Li, Peiyang / Li, Lingqi / Wu, Yangwu / Ang, Kah-Wee

    Advanced science (Weinheim, Baden-Wurttemberg, Germany)

    2024  Volume 11, Issue 12, Page(s) e2303447

    Abstract: The development of all-in-one devices for artificial visual systems offers an attractive solution in terms of energy efficiency and real-time processing speed. In recent years, the proliferation of smart sensors in the growth of Internet-of-Things (IoT) ... ...

    Abstract The development of all-in-one devices for artificial visual systems offers an attractive solution in terms of energy efficiency and real-time processing speed. In recent years, the proliferation of smart sensors in the growth of Internet-of-Things (IoT) has led to the increasing importance of in-sensor computing technology, which places computational power at the edge of the data-flow architecture. In this study, a prototype visual sensor inspired by the human retina is proposed, which integrates ferroelectricity and photosensitivity in two-dimensional (2D) α-In
    Language English
    Publishing date 2024-01-17
    Publishing country Germany
    Document type Journal Article
    ZDB-ID 2808093-2
    ISSN 2198-3844 ; 2198-3844
    ISSN (online) 2198-3844
    ISSN 2198-3844
    DOI 10.1002/advs.202303447
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Sublimation-based wafer-scale monolayer WS

    Chen, Mingxi / Chai, Jianwei / Wu, Jing / Zheng, Haofei / Wu, Wen-Ya / Lourembam, James / Lin, Ming / Kim, Jun-Young / Kim, Jaewon / Ang, Kah-Wee / Ng, Man-Fai / Medina, Henry / Tong, Shi Wun / Chi, Dongzhi

    Nanoscale horizons

    2023  Volume 9, Issue 1, Page(s) 132–142

    Abstract: Atomically-thin monolayer ... ...

    Abstract Atomically-thin monolayer WS
    Language English
    Publishing date 2023-12-18
    Publishing country England
    Document type Journal Article
    ISSN 2055-6764
    ISSN (online) 2055-6764
    DOI 10.1039/d3nh00358b
    Database MEDical Literature Analysis and Retrieval System OnLINE

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