走向人工智能时代:电子皮肤的进步
Xuemei Fu1,2, Wen Cheng1,2,3, Guanxiang Wan1,2
1Department of Materials Science and Engineering, National University of Singapore, Singapore 117575, Singapore.
Chemical reviews
|August 28, 2024
概括
本综述探讨了人工智能 (AI) 在电子皮肤 (e-skins) 中的集成,以实现先进的传感. 人工智能增强了机器人和医疗保健领域的e-skin能力,解决了强大的性能数据挑战.
科学领域:
- 材料科学 材料科学 材料科学
- 机器人技术 机器人技术 机器人技术
- 人工智能的人工智能
背景情况:
- 电子皮肤 (e-skins) 是灵活/可拉伸的传感器,模仿人类皮肤的能力.
- 最近的进展集中在整合人工智能 (AI) 进行感官数据处理.
研究的目的:
- 审查电子皮肤的功能和特征.
- 讨论人工智能模型及其在电子皮肤传感器设计和数据分析中的应用.
- 为了探索硬件层的皮肤内智能.
主要方法:
- 关于电子皮肤技术和人工智能集成的文献综述.
- 对用于感官数据处理的AI模型的分析.
- 在电子皮肤设计和应用中对人工智能实施的讨论.
主要成果:
- 人工智能增强了电子皮肤的功能,用于各种应用,如机器人和医疗保健.
- 挑战包括数据多样性和AI模型的稳定性.
- 硬件层内皮智能是一个新兴的领域.
结论:
- 支持人工智能的电子皮肤为先进的人机界面和医疗保健提供了巨大的潜力.
- 解决人工智能模型的稳定性和数据多样性对于未来的发展至关重要.
- 对皮肤内智能的进一步研究将推动创新.
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