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Grain‐Boundary Engineering of Monolayer MoS<sub>2</sub> for Energy‐Efficient Lateral Synaptic Devices

Xuewen Wang, Bolun Wang, Qinghua Zhang, Yufei Sun, Enze Wang, Hao Luo, Yonghuang Wu, Lin Gu, Huanglong Li, Kai Liu

2021Advanced Materials98 citationsDOI

Abstract

Abstract Synaptic devices based on 2D‐layered materials have emerged as high‐efficiency electronic synapses and neurons for neuromorphic computing. Lateral 2D synaptic devices have the advantages of multiple functionalities by responding to diverse stimuli, but they consume large amounts of energy, far more than the human brain. Moreover, current lateral devices employ several mechanisms based on conductive filaments and grain boundaries (GBs), but their formation is random and difficult to control, also hindering their practical applications. Here, four‐terminal, lateral synaptic devices with artificially engineered GBs are reported, which are made from monolayer MoS 2 . With lithography‐free, direct‐laser‐writing‐controlled MoS 2 /MoS 2− x O δ GBs, such synaptic devices exhibit short‐term and long‐term plasticity characteristics that are responsive to electric and light stimulation simultaneously. This enables detailed simulations of biological learning and cognitive processes as well as image perception and processing. In particular, the device exhibits low energy consumption, similar to that of the human brain and much lower than those of other lateral 2D synaptic devices. This work provides an effective way to fabricate lateral synaptic devices for practical application development and sheds light on controllable electrical state switching for neuromorphic computing.

Topics & Concepts

Neuromorphic engineeringMaterials scienceGrain boundarySynaptic plasticityMonolayerOptoelectronicsNanotechnologyNeuroscienceComputer scienceArtificial neural networkMicrostructureArtificial intelligenceChemistryMetallurgyReceptorBiologyBiochemistryAdvanced Memory and Neural ComputingFerroelectric and Negative Capacitance DevicesTransition Metal Oxide Nanomaterials