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智能物质赋予可重构的温度和湿度感知用于传感器内计算。

Intelligent matter endows reconfigurable temperature and humidity sensations for in-sensor computing.

机构信息

Department of Mechanical and Mechatronics Engineering, and Waterloo Institute of Nanotechnology, University of Waterloo, Waterloo, Ontario N2L 3G1, Canada.

College of Materials Science and Technology, Jiangsu Key Laboratory of Materials and Technology for Energy Conversion, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China.

出版信息

Mater Horiz. 2023 Mar 6;10(3):1030-1041. doi: 10.1039/d2mh01491b.

Abstract

Data-centric tactics with in-sensor computing go beyond the conventional computing-centric tactic that is suffering from processing latency and excessive energy consumption. The multifunctional intelligent matter with dynamic smart responses to environmental variations paves the way to implement data-centric tactics with high computing efficiency. However, intelligent matter with humidity and temperature sensitivity has not been reported. In this work, a design is demonstrated based on a single memristive device to achieve reconfigurable temperature and humidity sensations. Opposite temperature sensations at the low resistance state (LRS) and high resistance state (HRS) were observed for low-level sensory data processing. Integrated devices mimicking intelligent electronic skin (e-skin) can work in three modes to adapt to different scenarios. Additionally, the device acts as a humidity-sensory artificial synapse that can implement high-level cognitive in-sensor computing. The intelligent matter with reconfigurable temperature and humidity sensations is promising for energy-efficient artificial intelligence (AI) systems.

摘要

基于传感器计算的数据中心策略超越了传统的以计算为中心的策略,后者受到处理延迟和过度能耗的困扰。对环境变化具有动态智能响应的多功能智能物质为实现具有高计算效率的数据中心策略铺平了道路。然而,具有湿度和温度敏感性的智能物质尚未被报道。在这项工作中,展示了一种基于单个忆阻器的设计,以实现可重构的温度和湿度感知。对于低水平的感官数据处理,在低电阻状态 (LRS) 和高电阻状态 (HRS) 下观察到相反的温度感应。模仿智能电子皮肤 (e-skin) 的集成器件可以在三种模式下工作,以适应不同的场景。此外,该器件还可用作湿度感应人工突触,从而可以执行高级认知传感器内计算。具有可重构温度和湿度感应的智能物质有望用于节能人工智能 (AI) 系统。

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