多功能超低功耗人工光电子突触基于MoO3/WO3的异构连接用于神经形态计算和生物视觉系统
Jianyu Jiang1, Yunjie Liu2, Jiang Li3
1Shandong Key Laboratory of Intelligent Energy Materials, School of Materials Science and Engineering, China University of Petroleum (East China), Qingdao 266580, China.
ACS applied materials & interfaces
|November 18, 2025
概括
研究人员使用MoO3/WO3异构连接开发了新的低功耗大脑启发的光电子突触. 这些人造突触模仿神经功能,具有高精度和超低能耗,用于先进的AI视觉系统.
科学领域:
- 材料科学 材料科学 材料科学
- 人工智能的人工智能
- 神经科学是一个神经科学.
背景情况:
- 大脑启发的计算为人工视觉提供了高效率.
- 单氧化物突触受到高功耗的影响,限制了实际使用.
研究的目的:
- 开发具有显著降低功耗的多功能异质连接光电子突触.
- 在电气和光学刺激下研究神经形态功能.
主要方法:
- 通过电子束蒸发制造MoO3/WO3金属氧化物异质连接.
- 突触装置性能的表征,包括可塑性和精度.
- 开发4x4光电子突触阵列用于视觉感知任务.
主要成果:
- 证明了多功能的神经形态功能 (长期和短期的可塑性).
- 在手写数字识别中获得了92.4%的准确性.
- 暴露的超低功耗 (每次突触事件67.6 fJ),与生物突触相美.
结论:
- MoO3 / WO3异构连接光电子突触为超低功率AI视觉芯片提供了一个有前途的解决方案.
- 这项工作为下一代人工智能硬件提供了基础.
- 开发的设备可以实现实时视觉感知和记忆行为.
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