Monolayer MoS <sub>2</sub> Optoelectronic Synapses on Fe:LiNbO <sub>3</sub> Substrate with Photovoltaic Control for Neuromorphic Applications

Two-dimensional (2D) materials, with excellent optoelectronic properties and ultrathin structural features, have emerged as promising candidates for constructing optoelectronic synapse devices (OSDs). However, these 2D OSDs rely on van der Waals heterostructures formed by stacking multiple 2D materials or hybrid stacks of 2D and organic materials, a process that significantly complicates device fabrication. In this work, we simplify the structure of 2D OSDs to a monolayer molybdenum disulfide (MoS<sub>2</sub>) with a Fe:LiNbO<sub>3</sub> crystal as the substrate. A monolayer MoS<sub>2</sub> was transferred onto the surface of Fe:LiNbO<sub>3</sub> with a pair of electrodes. Under the illumination of a 632.8 nm optical signal, a spatial electric field distribution was generated on the Fe:LiNbO<sub>3</sub> surface due to the photovoltaic effect, which modulates the band structure of MoS<sub>2</sub>, thereby realizing the optical signal perception and storage. This MoS<sub>2</sub>/Fe:LiNbO<sub>3</sub> structure exhibits remarkable optical synapse-like properties, including both long-term and short-term synaptic plasticity, with a paired-pulse facilitation index of 1.32. Based on this, the flicker fusion visual characteristics in biology were simulated, and the critical fusion frequency was measured to be 0.5 mHz. The result indicates the device has advantages in perceiving low-frequency signals below 0.5 mHz in multifrequency environments. Meanwhile, the MoS<sub>2</sub>/Fe:LiNbO<sub>3</sub> structure, serving as a visual neural synapse, exhibited excellent noise filtering ability for input signals. After a noisy data set was processed by the device for 1546 s, the accuracy of image recognition training increased significantly from the original 88.7% to 99.5%. This work simplifies the structure of 2D OSDs, benefiting the construction of visual optoelectronic synapse devices.

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Journal
ACS Applied Materials & Interfaces
Published
2026-03-12
DOI
https://doi.org/10.1021/acsami.5c21209
Primary Topic
2D Materials and Applications
Type
article
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article

Monolayer MoS 2 Optoelectronic Synapses on Fe:LiNbO 3 Substrate with Photovoltaic Control for Neuromorphic Applications

Xiqi Gao, N. Cao, Feng Chen, Yang Tan et al.
ACS Applied Materials & Interfaces
2D Materials and Applications
article

Monolayer MoS 2 Optoelectronic Synapses on Fe:LiNbO 3 Substrate with Photovoltaic Control for Neuromorphic Applications

Xiqi Gao, N. Cao, Feng Chen, Yang Tan, Qingqiang Cui, Shitao Wang
article en

Abstract

Two-dimensional (2D) materials, with excellent optoelectronic properties and ultrathin structural features, have emerged as promising candidates for constructing optoelectronic synapse devices (OSDs). However, these 2D OSDs rely on van der Waals heterostructures formed by stacking multiple 2D materials or hybrid stacks of 2D and organic materials, a process that significantly complicates device fabrication. In this work, we simplify the structure of 2D OSDs to a monolayer molybdenum disulfide (MoS<sub>2</sub>) with a Fe:LiNbO<sub>3</sub> crystal as the substrate. A monolayer MoS<sub>2</sub> was transferred onto the surface of Fe:LiNbO<sub>3</sub> with a pair of electrodes. Under the illumination of a 632.8 nm optical signal, a spatial electric field distribution was generated on the Fe:LiNbO<sub>3</sub> surface due to the photovoltaic effect, which modulates the band structure of MoS<sub>2</sub>, thereby realizing the optical signal perception and storage. This MoS<sub>2</sub>/Fe:LiNbO<sub>3</sub> structure exhibits remarkable optical synapse-like properties, including both long-term and short-term synaptic plasticity, with a paired-pulse facilitation index of 1.32. Based on this, the flicker fusion visual characteristics in biology were simulated, and the critical fusion frequency was measured to be 0.5 mHz. The result indicates the device has advantages in perceiving low-frequency signals below 0.5 mHz in multifrequency environments. Meanwhile, the MoS<sub>2</sub>/Fe:LiNbO<sub>3</sub> structure, serving as a visual neural synapse, exhibited excellent noise filtering ability for input signals. After a noisy data set was processed by the device for 1546 s, the accuracy of image recognition training increased significantly from the original 88.7% to 99.5%. This work simplifies the structure of 2D OSDs, benefiting the construction of visual optoelectronic synapse devices.

ACS Applied Materials & InterfacesVol. 18(11)
Shandong University (CN)
Affordable and clean energy
Openalex Percentile: Top 26%
2D Materials and Applications
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