Abstract

State-of-the-art memristors are mostly formed by vertical metal–insulator–metal (MIM) structure, which rely on the formation of conductive filaments for resistive switching (RS). However, owing to the stochastic formation of filament, the set/reset voltage of vertical MIM memristors is difficult to control, which results in poor temporal and spatial switching uniformity. Here, a two-terminal lateral memristor based on electron-beam-irradiated rhenium disulfide (ReS2) is realized, which unveils a resistive switching mechanism based on Schottky barrier height (SBH) modulation. The devices exhibit a forming-free, stable gradual RS characteristic, and simultaneously achieve a small transition voltage variation during positive and negative sweeps (6.3%/5.3%). The RS is attributed to the motion of sulfur vacancies induced by voltage bias in the device, which modulates the ReS2/metal SBH. The gradual SBH modulation stabilizes the temporal variation in contrast to the abrupt RS in MIM-based memristors. Moreover, the emulation of long-term synaptic plasticity of biological synapses is demonstrated using the device, manifesting its potential as artificial synapse for energy-efficient neuromorphic computing applications.

Highlights

  • Memristors have been investigated extensively and are regarded as one of the artificial synapse candidates for neuromorphic computing[1,2,3,4,5,6]

  • The switching mechanisms are primarily relying on the formation of conductive filaments in the insulating layers, such as the valence change mechanism (VCM) and electrochemical metallization (ECM)[7]

  • The device is used as an artificial synapse, which enables the emulation of long-term potentiation (LTP), long-term depression (LTD), paired pulse facilitation (PPF), paired pulse depression (PPD), spike-amplitudedependent plasticity (SADP), and spike-timing-dependent plasticity (STDP)

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Summary

INTRODUCTION

Memristors have been investigated extensively and are regarded as one of the artificial synapse candidates for neuromorphic computing[1,2,3,4,5,6]. Material derivatives (e.g. MoOx/MoS2, WOx/WSe2) are reported with low switching voltage due to the thin oxidation layer thickness[28,29] Such vertical memristors are suitable for device scaling to enable high-density array integration[30,31]. MoS2-based lateral memristive devices are reported, which relied on voltage-biasinduced sulfur vacancy motion and Schottky barrier height (SBH) modulation at the metal/MoS2 contact regions[32,34,35] Such switching scheme distinguishes these memristors from filamentary memristors and may reduce the variation caused by the stochastic filament formation process. The device is used as an artificial synapse, which enables the emulation of long-term potentiation (LTP), long-term depression (LTD), paired pulse facilitation (PPF), paired pulse depression (PPD), spike-amplitudedependent plasticity (SADP), and spike-timing-dependent plasticity (STDP)

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