基于石墨烯/VO2异质连接的新型光电子可重新配置晶体管,用于高效的神经形态感知,计算和存储
Danke Chen1, Yuning Li1, Xiaoqiu Tang1
1School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing, 100044, P. R. China.
Advanced science (Weinheim, Baden-Wurttemberg, Germany)
|September 26, 2025
概括
研究人员开发了一种用于人工智能的新型光电子可重新配置的神经形态晶体管 (ORNT). 这个设备集成了感知,计算和存储,模仿先进的人工智能硬件的生物视觉系统.
科学领域:
- 光电学是指光电子产品.
- 人工智能的人工智能
- 神经形态工程的神经形态工程
背景情况:
- ·诺伊曼架构瓶限制了当前的计算能力.
- 神经形态硬件对于人工智能的发展至关重要.
- 生物视觉系统为有效的信息处理提供了灵感.
研究的目的:
- 设计一种新的光电子可重新配置的神经形态晶体管 (ORNT).
- 集成光学信息感知,计算和存储功能.
- 在人工设备中模仿人类视觉神经系统.
主要方法:
- 一个插入电极的石墨烯/VO2纳米粒子异构结构的制造.
- 利用光伏效应实现自动供电的响应.
- 利用VO2中的光和光诱导相位过渡来实现设备的功能.
主要成果:
- ORNT 演示了宽带自动供电操作 (365-940 nm).
- 宽电极ORNT表现出突触行为;狭电极ORNT显示数据存储和光调节.
- 一个集成的光通信和内存处理系统被成功演示.
结论:
- ORNTs为神经形态硬件提供了一个创新的策略.
- 该设备优化了芯片硬件资源分配.
- 实现了人工智能系统的增强适应性和可扩展性.
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