Deep ultraviolet optoelectronic memristors based on gallium oxide for biomimetic visual processing and neuromorphic memory applications

神经形态工程学 记忆电阻器 紫外线 材料科学 光电子学 氧化镓 纳米技术 氧化物 计算机科学 人工神经网络 人工智能 电子工程 工程类 冶金
作者
Yijie Liang,Fan Zhang,Song Qi,Dianmeng Dong,Xiaotong Ma,Yongtao Yang,Weihua Tang,Hui Yang,Zhenping Wu
出处
期刊:Applied Physics Letters [American Institute of Physics]
卷期号:126 (14) 被引量:16
标识
DOI:10.1063/5.0259184
摘要

Deep ultraviolet (DUV) has a wide range of applications in areas such as the monitoring and communication fields. However, the separation of sensor units and memory units in conventional DUV photodetectors will increase costs and reduce processing speed. In this paper, we report the development of DUV photoelectric memristors fabricated using gallium oxide (Ga2O3) to emulate the photoelectric synaptic functions of bionic visual system. The devices showcase nonvolatile resistance switching behavior, effectively mimicking neuromorphic processes such as short-term plasticity and long-term plasticity in both singular and repeated cycles under optical pulse modulation. Moreover, the fabrication of a 5 × 5 array configuration allowed us to simulate the learning, memory formation, and forgetting process, along with the ability to store and erase the image information. This work not only broadens the application scope of Ga2O3 as an ultra-wide bandgap semiconductor but also offers insight into the development of integrated sensing-storage devices for artificial intelligence systems, paving the way for future advancements in neuromorphic engineering and bio-inspired computing systems.
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