神经形态天线感应系统的神经形态天线感应系统
Chengpeng Jiang1,2, Honghuan Xu1,2, Lu Yang1,2
1Institute of Photoelectronic Thin Film Devices and Technology, Key Laboratory of Photoelectronic Thin Film Devices and Technology of Tianjin, College of Electronic Information and Optical Engineering, Engineering Research Center of Thin Film Photoelectronic Technology of Ministry of Education, Smart Sensing Interdisciplinary Science Center, Nankai University, Tianjin, China.
Nature communications
|March 7, 2024
概括
研究人员开发了一种新的神经形态感官系统,模仿的天线,用于先进的触觉和磁感知. 这种仿生系统在复杂的任务中实现了高精度,超越了人类的能力.
科学领域:
- 生物仿真工程 生物仿真工程
- 神经形态计算是一种神经形态计算.
- 感官系统 感官系统
背景情况:
- 昆虫天线具有超出哺乳动物皮肤的复杂感官能力,包括振动检测和磁感知.
- 当前的人工感官系统缺乏生物天线中发现的综合,多模式感知.
研究的目的:
- 开发一种神经形态感官系统,模拟的结构和功能特征.
- 为了实现触觉和磁性刺激的硬件级,时空感知.
主要方法:
- 制造一个3D灵活的电子天线传感器.
- 人工突触装置与MoS2纳米片的集成,用于感官信息处理.
- 模拟生物受体-神经元通路架构.
主要成果:
- 该系统成功检测到触觉刺激 (1.3 mN),表面图案 (50 μm) 和磁场 (9.4 mT).
- 在振动任务 (形状和纹理分类) 中达到>90%的准确性,超过了人类的性能.
- 证明了成功的磁感知用于导航和无触摸交互.
结论:
- 开发的神经形态天线感官系统代表了生物模拟感知智能的重大进步.
- 这项技术为下一代机器人和人机接口提供了潜力,这些接口需要先进的感觉能力.
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