材料科学
兴奋性突触后电位
神经形态工程学
光电子学
神经促进
薄膜
突触后电流
突触
异质结
计算机科学
光学
神经科学
纳米技术
物理
人工神经网络
抑制性突触后电位
机器学习
生物
作者
Longxing Su,Sudong Wu,Xiaofei Wang,Ke Sun,Teng Yun,Yongping Du,Jianguo Lü
出处
期刊:Optics Letters
[The Optical Society]
日期:2023-12-19
卷期号:49 (3): 474-474
被引量:1
摘要
With the rapid development of information era, the traditional von Neumann architecture faces the computing bottleneck, and integration of memory and perception is regarded as a potential solution. Herein, a Ga 2 O 3 /Si heterojunction based multi-modulated optoelectronic synaptic device is fabricated and demonstrated. As stimulated by ultraviolet (UV) optical spikes, the heterojunction device reveals typical synaptic functions of excitatory-postsynaptic current (EPSC), paired-pulse facilitation (PPF), spike-timing-dependent plasticity (STDP), and switch between short-term memory (STM) and long-term memory (LTM). In addition, stronger stimulations like higher reading voltage, stronger optical stimulated intensity, and longer pulse duration time can significantly prolong the attenuation of EPSC, which contributes to the improvement of the forgetting process. Our work provides a potential strategy for future neuromorphic computation through a UV light driven stimulation.
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