Visible light-driven photoelectric synaptic transistors based on Ga2O3/IGZO heterostructure for neuromorphic computing

神经形态工程学 材料科学 光电子学 异质结 晶体管 氮化镓 光电导性 铟镓氮化物 宽禁带半导体 可见光谱 调制(音乐) 半导体 量子点 可塑性 突触 纳米技术 氧化物 突触可塑性 记忆电阻器 砷化镓 整改 兴奋性突触后电位 人工神经网络 遮罩(插图)
作者
Kaiyue Li,Dandan Hao,Haochen Cui,M Wang,Guangtan Miao,Guoxia Liu,Fukai Shan
出处
期刊:Applied Physics Letters [American Institute of Physics]
卷期号:128 (16) 被引量:4
标识
DOI:10.1063/5.0316383
摘要

Photoelectric synaptic transistors (PSTs) based on metal–oxide semiconductors are endowed with advantages such as stability and scalability. However, they encounter difficulties in the modulation under visible light. In this study, a visible light-driven PST was proposed, in which the indium gallium zinc oxide was employed as the channel and gallium oxide was utilized as the modification layer. All layers of the PST were fabricated using the solution-processed method. The PST device exhibits persistent photoconductivity under illumination at a wavelength of 532 nm, which enables the synaptic plasticity behaviors such as excitatory postsynaptic current, paired-pulse facilitation, and the transition from short-term memory to long-term memory. Moreover, the role of the Ga2O3 modification layer was investigated, and the formation of oxygen vacancies is effectively enhanced due to the modification layer. Both the short-term and long-term plasticity of the PST are significantly enhanced, and its cyclic stability is also ensured. An artificial neural network was constructed based on the long-term plasticity of the PST, and 93.1% accuracy is achieved in image recognition tasks. The development of oxide-based PSTs is promoted, and its broad potential in artificial vision technologies is highlighted.
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