Neuromorphic Sensing and Diagnostics with Carbon: Towards a Biomimetic Nose

碳神经形态传感和诊断：迈向仿生鼻子

• 批准号: DP200101905
• 负责人: Prof David McKenzie
• 金额: $ 35.1万
• 依托单位: The University of Sydney
• 依托单位国家: 澳大利亚
• 项目类别: Discovery Projects
• 财政年份: 2020
• 资助国家: 澳大利亚
• 起止时间: 2020-09-01 至 2024-06-30
• 项目状态: 已结题
• 来源: https://dataportal.arc.gov.au/RGS/Web/Grants/DP200101905
• 关键词: Neuromorphic; Sensing; Diagnostics; Carbon; Towards

Neuromorphic electronics emulates cognitive processes of the brain and like the brain, is capable of extracting features and recognising patterns within data with extremely low energy requirements. Carbon materials are naturally adapted to neuromorphic electronics and uniquely form a compatible interface for sensing molecules in liquid and gaseous media. This project aims to develop a carbon-based neuromorphic electronic sensing device and couple it with carbon based neuromorphic pattern recognition technology to build an ‘artificial nose’ for improved health and environmental monitoring. Intended outcomes will include a technology for low-cost and rapid diagnostic services.

神经形态电子学模拟大脑的认知过程，并且像大脑一样，能够以极低的能量需求提取特征并识别数据中的模式。碳材料天然地适应于神经形态电子学，并且独特地形成用于感测液体和气体介质中的分子的兼容界面。该项目旨在开发一种碳基神经形态电子传感设备，并将其与碳基神经形态模式识别技术相结合，以构建一种“人工鼻子”，用于改善健康和环境监测。预期成果将包括低成本和快速诊断服务技术。