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English(EN) MAUPITI: On-Device Prototype-Based Learning on a Smart Infrared Sensor

MAUPITI 为低功耗红外传感器实现设备端学习

研究人员开发了MAUPITI,一种用于低分辨率红外传感器的新型设备端学习系统。该系统采用带有RISC-V微控制器的智能多像素红外传感器,在严格的内存和功耗限制下实现姿态和手势识别。通过采用基于原型的最近类均值(Nearest Class Mean)分类器,MAUPITI实现了与传统方法相当的准确性,同时允许设备上的持续自适应。 AI

影响 为资源受限的嵌入式系统提供支持隐私保护、自适应的AI能力。

排序理由 学术论文,详细介绍了一种用于红外传感器的新型设备端学习系统。

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MAUPITI 为低功耗红外传感器实现设备端学习

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学术论文,详细介绍了一种用于红外传感器的新型设备端学习系统。
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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Beatrice Alessandra Motetti, Tanguy Dugas du Villard, Matteo Risso, Alessio Burrello, Francesco Daghero, Enrico Macii, Massimo Poncino, Marco Castellano, Alfio Basile, Daniele Jahier Pagliari ·

    MAUPITI:智能红外传感器上的设备端原型学习

    arXiv:2608.07192v1 Announce Type: new Abstract: Low-resolution infrared (IR) array sensors represent an interesting solution for privacy-preserving human sensing in embedded systems. In this letter, we describe a smart multi-pixel IR sensor integrating a 16$\times$16 thermal MOSF…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    MAUPITI:智能红外传感器上的设备端原型学习

    Low-resolution infrared (IR) array sensors represent an interesting solution for privacy-preserving human sensing in embedded systems. In this letter, we describe a smart multi-pixel IR sensor integrating a 16$\times$16 thermal MOSFET (TMOS) array and a RISC-V microcontroller ext…