Machine Learning

Key Technologies for Developing Robots in the Era of Smart Manufacturing

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Key Technologies for Developing Robots in the Era of Smart Manufacturing

Reading and Thinking Intelligent robots can be summarized as having perception intelligence, cognitive intelligence, decision-making intelligence, and control intelligence in the deep integration of artificial intelligence and robotics technology. In the future, robots will develop towards networking, autonomy, collaboration, and dexterity. Wang Yaonan, Academician of the Chinese Academy of Engineering, Professor at Hunan University Why … Read more

Why Robotic Arms with Embodied Intelligence Are More Practical Than Humanoid Robots

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Why Robotic Arms with Embodied Intelligence Are More Practical Than Humanoid Robots

In 2024, embodied intelligence and large models have become focal topics. Many believe the humanoid robot industry is on the brink of a “boom,” but how long is this night really? Another important carrier of embodied intelligence—the robotic arm—shows a dual strong prospect from commercialization to the application of new technologies in embodied multimodal large … Read more

Top 10 Cutting-Edge Technologies in Robotics

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Top 10 Cutting-Edge Technologies in Robotics

1. Flexible Robot Technology Flexible robot technology refers to the design using flexible materials and structures, allowing robots to possess characteristics such as flexibility, agility, lightness, and durability, enabling them to work in irregular, complex, and hazardous environments. These robots can achieve high levels of autonomy, have good adaptability and intelligence, and can perform a … Read more

Are Robotic Arms with Embodied Intelligence Easier to Implement Than Humanoid Robots?

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Are Robotic Arms with Embodied Intelligence Easier to Implement Than Humanoid Robots?

In 2024, embodied intelligence and large models become hot topics. Many believe that the humanoid robot industry is on the brink of a “boom”, but how long will this night last? Another significant carrier of embodied intelligence—robotic arms—shows a dual strong prospect from commercialization to the application of new technologies in embodied multimodal large models. … Read more

Top 10 Cutting-Edge Technologies in Robotics

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Top 10 Cutting-Edge Technologies in Robotics

In recent years, the robotics industry has developed rapidly, with robots being widely used in various fields, especially in industry. It is not difficult to see their enormous potential. At the same time, we must recognize that the booming development of the robotics industry relies on advanced scientific research progress and technical support. What are … Read more

What Are Edge AI Chips?

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What Are Edge AI Chips?

1: Classification of AI Chips There are many AI chips on the market, which can be quite dazzling. Based on their application scope, they can generally be divided into several categories. Terminal AI Chips: Terminal AI chips require low power consumption and have relatively low computing power demands, mainly for AI inference applications. Terminal AI … Read more

A Grain Moisture Detection Method Based on ESP32-CSI

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Click the Blue Text | Follow Us DOI：10.3969/j.issn.1671-7775.2024.04.008 Open Science (Resource Service) Identifier (OSID)： Citation Format：Gao Xiangshang, Yang Weidong, Shen Erbo. A Grain Moisture Detection Method Based on ESP32-CSI[J]. Journal of Jiangsu University (Natural Science Edition), 2024, 45(4): 426-433. Funding Project：Henan Provincial Natural Science Outstanding Youth Fund Project (222300420004); National Natural Science Foundation Project (62172141, … Read more

Lightweight Embedded AI by HiSilicon Drives Real-time MCU Intelligence

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Lightweight Embedded AI by HiSilicon Drives Real-time MCU Intelligence

Artificial Intelligence (AI) is not a new technological concept; its history can be traced back to the 1950s. Since entering the 21st century, AI has made breakthrough progress in areas such as image recognition, speech recognition, natural language processing, robotics, and autonomous driving, benefitting from rapid increases in computing power and the swift development of … Read more

Jiang Zemin’s 2008 Paper on Intelligent Development and Machine Learning

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Jiang Zemin's 2008 Paper on Intelligent Development and Machine Learning

Source: “Development of China’s Information Technology Industry in the New Era” Organized and published by the Internet of Things Think Tank Introduction “Those who do not plan for the overall situation are not fit to plan for a single domain; those who do not plan for the future are not fit to plan for the … Read more

CSI NN: Reverse Engineering Neural Network Structures via Electromagnetic Side Channels

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CSI NN: Reverse Engineering Neural Network Structures via Electromagnetic Side Channels

Abstract Machine learning has become a mainstream solution applied across various industries. In this work, we investigate how to use side-channel information such as timing and electromagnetic (EM) emissions to perform reverse engineering of neural networks. To this end, we consider multilayer perceptrons and convolutional neural networks as the choices of machine learning architecture, assuming … Read more