Edge Intelligence

Understanding NPU: A Comprehensive Overview

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Understanding NPU: A Comprehensive Overview

(Source: extremetech) What does “NPU” stand for? What can it do? Here’s what you need to know about this emerging technology. In the past year, discussions about Neural Processing Units (NPU) have increased significantly. Although NPUs have been present in smartphones for several years, Intel, AMD, and more recently, Microsoft have launched consumer-grade laptops and … Read more

Efficient Micro Machine Learning Systems for Edge Intelligence

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Efficient Micro Machine Learning Systems for Edge Intelligence

Source: Zhuangzhi This article introduces the thesis, recommended reading time 5 minutes. A new trend is to utilize learning paradigms on devices, bringing the end-to-end ML process closer to edge devices. Modern machine learning (ML) applications are often deployed in cloud environments to leverage the computing power of clusters. However, traditional cloud computing solutions cannot … Read more