Multi-wavelength optoelectronic synapse based on MoS<sub>2</sub>/WS<sub>2</sub> van der waals heterostructures

Abstract The utilization of two-dimensional van der waals heterostructures in optoelectronic synapses allows for the integration of information processing and memory, thereby providing novel operating platforms for simulating the perceptual visual systems and developing the neuromorphic computing systems due to its contactless, highly efficient and parallel computing. Herein, we have constructed a straightforward MoS 2 /WS 2 heterostructure optoelectronic synapse and examined its capacity to imitate synaptic behaviors under optical stimulus. The MoS 2 /WS 2 device demonstrated several synaptic functions, such as the excitatory postsynaptic current, short-term plasticity, long-term plasticity, pairs-pulse facilitation and ‘learning-experience’ behavior. Moreover, the MoS 2 /WS 2 synaptic device can achieve a wide range of photo response wavelengths, spanning from UV to visible light, as well as the conversion from short-term plasticity to long-term plasticity. Furthermore, light-induced charge transfer due to adsorption and desorption of oxygen molecules in MoS 2 /WS 2 heterostructure can be used to explain its working mechanism. Additionally, the synaptic plasticity of MoS 2 /WS 2 device can be controlled by adjusting the duration, power and number of the optical pulses, which renders the MoS 2 /WS 2 -based optoelectronic synaptic device extremely favorable for implementation in the perceptual visual system.

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Publication Details

Journal
Journal of Physics D Applied Physics
Published
2024-09-06
DOI
https://doi.org/10.1088/1361-6463/ad77df
Citations
4
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
0.83

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article

Multi-wavelength optoelectronic synapse based on MoS2/WS2 van der waals heterostructures

Wei Guo, Yadong Qiao, Yuhang Wang, Fengping Wang et al.
4 citations
Journal of Physics D Applied Physics
Advanced Memory and Neural Computing
0.83
article

Multi-wavelength optoelectronic synapse based on MoS2/WS2 van der waals heterostructures

Wei Guo, Yadong Qiao, Yuhang Wang, Fengping Wang, Fadi Wang
article en
4 citations

Abstract

Abstract The utilization of two-dimensional van der waals heterostructures in optoelectronic synapses allows for the integration of information processing and memory, thereby providing novel operating platforms for simulating the perceptual visual systems and developing the neuromorphic computing systems due to its contactless, highly efficient and parallel computing. Herein, we have constructed a straightforward MoS 2 /WS 2 heterostructure optoelectronic synapse and examined its capacity to imitate synaptic behaviors under optical stimulus. The MoS 2 /WS 2 device demonstrated several synaptic functions, such as the excitatory postsynaptic current, short-term plasticity, long-term plasticity, pairs-pulse facilitation and ‘learning-experience’ behavior. Moreover, the MoS 2 /WS 2 synaptic device can achieve a wide range of photo response wavelengths, spanning from UV to visible light, as well as the conversion from short-term plasticity to long-term plasticity. Furthermore, light-induced charge transfer due to adsorption and desorption of oxygen molecules in MoS 2 /WS 2 heterostructure can be used to explain its working mechanism. Additionally, the synaptic plasticity of MoS 2 /WS 2 device can be controlled by adjusting the duration, power and number of the optical pulses, which renders the MoS 2 /WS 2 -based optoelectronic synaptic device extremely favorable for implementation in the perceptual visual system.

Journal of Physics D Applied PhysicsVol. 57(49)
Collaborative Innovation Center of Quantum Matter (CN), University of Science and Technology Beijing (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Openalex Percentile: Top 27%
Advanced Memory and Neural Computing
0.83
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