神经形态工程学
异质结
材料科学
电导
调制(音乐)
光电子学
理论(学习稳定性)
突触
纳米技术
预处理器
人工神经网络
电子工程
突触重量
计算机科学
作者
Shanshan Jiang,Kesheng Wang,Yujiao Li,Jiawei Yang,Bingyan Wang,Peng Chen,Bo He,Huanhuan Wei,Changjin Wan,Gang He
出处
期刊:Materials horizons
[Royal Society of Chemistry]
日期:2026-01-01
卷期号:13 (9): 4653-4662
被引量:2
摘要
, "OR", "AND", "NOR", and "NAND"). This configuration yields an optical conductance tuning ratio of 8.2 and retains stable performance even after 9 months in the atmospheric environment. The light-induced mechanism can be attributed to the ionization and neutralization of oxygen vacancies within the IGZO layer. Such an all-optical synapse is further validated by integration with artificial neural networks, achieving a recognition accuracy of 97.4% in handwritten digit classification and demonstrating effective feature enhancement in image-denoising tasks. This bio-inspired design will endow machine vision systems with high biological fidelity, high energy-efficiency, and fully photonic operation.
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