journal article·2021-08

A Synaptic Transistor Based on Monolayer Monocrystalline‐MoS2 for Neuromorphic Applications

Meng Yan, Kai Hu, Fang Wang, Xin Shan, Xin Lin, Peng Chen, Xuanyu Zhao, Junqing Wei, Zhitang Song, Kailiang Zhang

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Abstract

Ultrathin 2D semiconductor materials have attracted tremendous attention due to their potential application in neuromorphic computing, especially for electronic devices with high stability and low energy consumption. Two‐terminal memristors cannot extend the range of functionalities for complex neuromorphic applications due to their inherent single presynaptic input; thus three‐terminal synaptic transistors based on monolayer monocrystalline‐MoS2 films grown by chemical vapor deposition (CVD) are fabricated in this work. Importantly, there are two modes including drain and gate dual tunability available in nonvolatile memory functions. Both drain terminal and gate terminal can be used as presynaptic inputs to successfully simulate excitatory/inhibitory postsynaptic current (EPSC/IPSC), spike‐amplitude‐dependent plasticity (SADP), spike‐timing‐dependent plasticity (STDP), and long‐term plasticity (LTP) of biological synapses, providing multiple degrees of freedom for synaptic weight modulation. The conductance modulation of drain and gate terminals can be attributed to the migration and charges trapping/detrapping process of sulfur vacancies. Using monocrystalline‐MoS2 films, the device not only attains a lower operation voltage and a higher endurance (5000 cycles), but exhibit low energy consumption during the LTP process (≈3.75 pJ) with the gate terminal, indicating more flexibility and great potential of complex neuromorphic application.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Ferroelectric and Negative Capacitance Devices · Photoreceptor and optogenetics research

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Tianjin Key Laboratory of Film Electronic & Communication Devices Ministry of Education Engineering Research Center of Optoelectronic Devices & Communication Technology School of Electrical & Electronic Engineering Tianjin University of Technology Tianjin 300384 China

School of Microelectronics Tianjin University Tianjin 300072 China

Shanghai Institute of Microsystems and Information Technology Chinese Academy of Sciences Shanghai 200050 China

Funding

Natural Science Foundation of Tianjin City · National Natural Science Foundation of China

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