Bilayer MoS2 Based Memristive Crossbar Array for Neuromorphic Applications

被引:1
作者
Yadav, Saurabh [1 ]
Patel, Chandrabhan [2 ]
Chaudhary, Sumit [2 ]
Paul, Animesh [2 ]
Ghodke, Shruti [2 ]
Mukherjee, Shaibal [1 ,2 ,3 ,4 ]
机构
[1] IIT Indore, Ctr Adv Elect, Indore 453552, Madhya Pradesh, India
[2] IIT Indore, Dept Elect Engn, Indore 453552, Madhya Pradesh, India
[3] RMIT Univ, Sch Engn, Melbourne, Vic 3001, Australia
[4] IIT Indore, Dept Elect Engn, Hybrid Nanodevice Res Grp HNRG, Indore 453552, Madhya Pradesh, India
来源
2024 IEEE 24TH INTERNATIONAL CONFERENCE ON NANOTECHNOLOGY, NANO 2024 | 2024年
关键词
Low variability; crossbar array; neuromorphic application; potentiation; depression; NANOSHEETS; DEVICES;
D O I
10.1109/NANO61778.2024.10628597
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Memristors offer considerable potential to further biological synapse modeling and are frequently utilized to simulate biological synapses due to their typical neuron-synapse- like metal-insulator-metal (MIM) sandwich structure. However, the memristor's poor stability and high switching voltage limit its wider application to the biological synapse mimicking. High-density and highly efficient neuromorphic computing capabilities is required for the realization of multi-functional neuromorphic computing integrated with 3D RRAM technology. Therefore, in this study, we have successfully fabricated a bilayer MoS2-based Memristive Crossbar Array (MCA) using Au/MoS2/Au configuration. This work not only exhibits non-volatile bipolar resistive switching characteristics with an impressive endurance of 240 cycles and a remarkable retention time of up to 3x10(4) seconds, but also showed excellent operational uniformity with a coefficient of variation limited to 4.57 % and 2.52 % for RESET and SET voltages, respectively.
引用
收藏
页码:224 / 227
页数:4
相关论文
共 28 条
  • [1] Testing memory downsizing limits
    不详
    [J]. NATURE NANOTECHNOLOGY, 2019, 14 (01) : 1 - 1
  • [2] Subfilamentary Networks Cause Cycle-to-Cycle Variability in Memristive Devices
    Baeumer, Christoph
    Valenta, Richard
    Schmitz, Christoph
    Locatelli, Andrea
    Mentes, Tevfik Onur
    Rogers, Steven P.
    Sala, Alessandro
    Raab, Nicolas
    Nemsak, Slavomir
    Shim, Moonsub
    Schneider, Claus M.
    Menzel, Stephan
    Waser, Rainer
    Dittmann, Regina
    [J]. ACS NANO, 2017, 11 (07) : 6921 - 6929
  • [3] An Artificial Flexible Visual Memory System Based on an UV-Motivated Memristor
    Chen, Shuai
    Lou, Zheng
    Chen, Di
    Shen, Guozhen
    [J]. ADVANCED MATERIALS, 2018, 30 (07)
  • [4] Memristive Behavior and Ideal Memristor of 1T Phase MoS2 Nanosheets
    Cheng, Peifu
    Sun, Kai
    Hu, Yun Hang
    [J]. NANO LETTERS, 2016, 16 (01) : 572 - 576
  • [5] Feng X, 2019, Advanced Electronic Materials, V5
  • [6] Guo J., 2018, Applied Physics Letters, V113
  • [7] Atomic Switch: Atom/Ion Movement Controlled Devices for Beyond Von-Neumann Computers
    Hasegawa, Tsuyoshi
    Terabe, Kazuya
    Tsuruoka, Tohru
    Aono, Masakazu
    [J]. ADVANCED MATERIALS, 2012, 24 (02) : 252 - 267
  • [8] Photonic Potentiation and Electric Habituation in Ultrathin Memristive Synapses Based on Monolayer MoS2
    He, Hui-Kai
    Yang, Rui
    Zhou, Wen
    Huang, He-Ming
    Xiong, Jue
    Gan, Lin
    Zhai, Tian-You
    Guo, Xin
    [J]. SMALL, 2018, 14 (15)
  • [9] Synaptic electronics: materials, devices and applications
    Kuzum, Duygu
    Yu, Shimeng
    Wong, H-S Philip
    [J]. NANOTECHNOLOGY, 2013, 24 (38)
  • [10] Recommended Methods to Study Resistive Switching Devices
    Lanza, Mario
    Wong, H-S Philip
    Pop, Eric
    Ielmini, Daniele
    Strukov, Dimitri
    Regan, Brian C.
    Larcher, Luca
    Villena, Marco A.
    Yang, J. Joshua
    Goux, Ludovic
    Belmonte, Attilio
    Yang, Yuchao
    Puglisi, Francesco M.
    Kang, Jinfeng
    Magyari-Kope, Blanka
    Yalon, Eilam
    Kenyon, Anthony
    Buckwell, Mark
    Mehonic, Adnan
    Shluger, Alexander
    Li, Haitong
    Hou, Tuo-Hung
    Hudec, Boris
    Akinwande, Deji
    Ge, Ruijing
    Ambrogio, Stefano
    Roldan, Juan B.
    Miranda, Enrique
    Sune, Jordi
    Pey, Kin Leong
    Wu, Xing
    Raghavan, Nagarajan
    Wu, Ernest
    Lu, Wei D.
    Navarro, Gabriele
    Zhang, Weidong
    Wu, Huaqiang
    Li, Runwei
    Holleitner, Alexander
    Wurstbauer, Ursula
    Lemme, Max C.
    Liu, Ming
    Long, Shibing
    Liu, Qi
    Lv, Hangbing
    Padovani, Andrea
    Pavan, Paolo
    Valov, Ilia
    Jing, Xu
    Han, Tingting
    [J]. ADVANCED ELECTRONIC MATERIALS, 2019, 5 (01)