材料科学
神经形态工程学
光电子学
异质结
晶体管
铟
氮化镓
光电效应
光电导性
可塑性
调制(音乐)
镓
氧化物
半导体
量子点
突触
纳米技术
突触可塑性
记忆电阻器
整改
铟镓氮化物
人工神经网络
遮罩(插图)
宽禁带半导体
兴奋性突触后电位
CMOS芯片
作者
Dandan Hao,Guangtan Miao,Minghao Wang,Kaiyue Li,Haochen Cui,Guoxia Liu,Fukai Shan
标识
DOI:10.60893/figshare.apl.c.8377264
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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