Ionic modulation and ionic coupling effects in MoS2 devices for neuromorphic computing

被引:559
作者
Zhu, Xiaojian [1 ]
Li, Da [2 ]
Liang, Xiaogan [2 ]
Lu, Wei D. [1 ]
机构
[1] Univ Michigan, Dept Elect Engn & Comp Sci, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
基金
美国国家科学基金会;
关键词
METALLIC PHASE-TRANSITION; MOLYBDENUM-DISULFIDE; ATOMIC MECHANISM; INTERCALATION; MONOLAYER; EMULATION; EVOLUTION; DYNAMICS;
D O I
10.1038/s41563-018-0248-5
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Coupled ionic-electronic effects present intriguing opportunities for device and circuit development. In particular, layered two-dimensional materials such as MoS2 offer highly anisotropic ionic transport properties, facilitating controlled ion migration and efficient ionic coupling among devices. Here, we report reversible modulation of MoS2 films that is consistent with local 2H-1T' phase transitions by controlling the migration of Li+ ions with an electric field, where an increase/decrease in the local Li+ ion concentration leads to the transition between the 2H (semiconductor) and 1T' (metal) phases. The resulting devices show excellent memristive behaviour and can be directly coupled with each other through local ionic exchange, naturally leading to synaptic competition and synaptic cooperation effects observed in biology. These results demonstrate the potential of direct modulation of two-dimensional materials through field-driven ionic processes, and can lead to future electronic and energy devices based on coupled ionic-electronic effects and biorealistic implementation of artificial neural networks.
引用
收藏
页码:141 / +
页数:9
相关论文
共 49 条
[1]  
[Anonymous], 2016, SCI REP UK
[2]   Is heterosynaptic modulation essential for stabilizing Hebbian plasticity and memory? [J].
Bailey, CH ;
Giustetto, M ;
Huang, YY ;
Hawkins, RD ;
Kandel, ER .
NATURE REVIEWS NEUROSCIENCE, 2000, 1 (01) :11-20
[3]   'Memristive' switches enable 'stateful' logic operations via material implication [J].
Borghetti, Julien ;
Snider, Gregory S. ;
Kuekes, Philip J. ;
Yang, J. Joshua ;
Stewart, Duncan R. ;
Williams, R. Stanley .
NATURE, 2010, 464 (7290) :873-876
[4]  
Chhowalla M, 2013, NAT CHEM, V5, P263, DOI [10.1038/NCHEM.1589, 10.1038/nchem.1589]
[5]   Phase patterning for ohmic homojunction contact in MoTe2 [J].
Cho, Suyeon ;
Kim, Sera ;
Kim, Jung Ho ;
Zhao, Jiong ;
Seok, Jinbong ;
Keum, Dong Hoon ;
Baik, Jaeyoon ;
Choe, Duk-Hyun ;
Chang, K. J. ;
Suenaga, Kazu ;
Kim, Sung Wng ;
Lee, Young Hee ;
Yang, Heejun .
SCIENCE, 2015, 349 (6248) :625-628
[6]   Understanding topological phase transition in monolayer transition metal dichalcogenides [J].
Choe, Duk-Hyun ;
Sung, Ha-Jun ;
Chang, K. J. .
PHYSICAL REVIEW B, 2016, 93 (12)
[7]   Bandgap Engineering of Strained Monolayer and Bilayer MoS2 [J].
Conley, Hiram J. ;
Wang, Bin ;
Ziegler, Jed I. ;
Haglund, Richard F., Jr. ;
Pantelides, Sokrates T. ;
Bolotin, Kirill I. .
NANO LETTERS, 2013, 13 (08) :3626-3630
[8]   Superior stability and high capacity of restacked molybdenum disulfide as anode material for lithium ion batteries [J].
Du, Guodong ;
Guo, Zaiping ;
Wang, Shiquan ;
Zeng, Rong ;
Chen, Zhixin ;
Liu, Huakun .
CHEMICAL COMMUNICATIONS, 2010, 46 (07) :1106-1108
[9]  
Fiori G, 2014, NAT NANOTECHNOL, V9, P768, DOI [10.1038/nnano.2014.207, 10.1038/NNANO.2014.207]
[10]  
Fonseca R., 2015, Synaptic tagging and capture: From synapses to behavior, P29, DOI [10.1007/978-1-4939-1761-7, DOI 10.1007/978-1-4939-1761-7]