Machine Learning

Research and Simulation of KMM-SVDD with Matlab Code

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Research and Simulation of KMM-SVDD with Matlab Code

✅ Author Profile: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, obtaining complete code, reproducing papers, and scientific simulation. 🍎 Previous Review: Follow my personal homepage:Matlab Research Studio 🍊 Personal Motto: Investigate to gain knowledge, complete Matlab code and simulation consultation available via private message. 🔥 Content Introduction … Read more

PLC Intelligent Algorithms: Integration of Machine Learning Applications, 50% Improvement in Anomaly Detection Accuracy!

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PLC Intelligent Algorithms: Integration of Machine Learning Applications, 50% Improvement in Anomaly Detection Accuracy!

PLC Intelligent Algorithms: Integration of Machine Learning Applications, 50% Improvement in Anomaly Detection Accuracy! 📚 Estimated reading time: 8 minutes > This article will detail the perfect combination of PLC and machine learning, aiding the upgrade of industrial automation. > – Are you troubled by the high false positive rate of traditional PLC detection methods? … Read more

Edge AI Tool – NanoEdge AI Studio Installation Guide

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Edge AI Tool - NanoEdge AI Studio Installation Guide

Recently, STMicroelectronics’ artificial intelligence tool – NanoEdge AI Studio has become available for free use. Taking this opportunity, I have worked on some projects and accumulated some experience, which I have organized into this article for everyone to reference. 1. Introduction NanoEdge AI Studio is an artificial intelligence development tool launched by STMicroelectronics, specifically designed … Read more

An Effective Routing Protocol for Underwater Wireless Sensor Networks with Matlab Code

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An Effective Routing Protocol for Underwater Wireless Sensor Networks with Matlab Code

✅ Author Profile: A research enthusiast and Matlab simulation developer, skilled in data processing, modeling and simulation, program design, obtaining complete code, reproducing papers, and scientific simulation. 🍎 Previous reviews, follow the personal homepage:Matlab Research Studio 🍊 Personal motto: Seek knowledge through investigation, complete Matlab code and simulation consultation available via private message. Intelligent Optimization … Read more

Design of an AI-Based Smart Home Ecosystem

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Design of an AI-Based Smart Home Ecosystem

1. Introduction With the deep integration of Internet of Things (IoT) technology and artificial intelligence (AI), smart homes are transitioning from single-device control to an ecosystem centered around user needs. Traditional smart home systems generally suffer from poor device compatibility, mechanical scene linkage, and passive response to commands, failing to meet modern households’ demands for … Read more

Cat-Localizer: Build Your Cat Tracker with BLE Beacons, ESP32, and Machine Learning

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Cat-Localizer: Build Your Cat Tracker with BLE Beacons, ESP32, and Machine Learning

Is your cat always elusive at home, driving you crazy? Don’t worry! Today, we will unveil a powerful cat localization system based on BLE beacons, ESP32, and machine learning—Cat-Localizer! It can help you track your cat’s location in real-time, putting an end to the troubles of “cat searching”! How Cat-Localizer Works The core idea of … Read more

Quick Installation of AI Practice Virtualization Platform on Windows: Setting Up an AI Learning Environment with WSL2 and Ubuntu

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Quick Installation of AI Practice Virtualization Platform on Windows: Setting Up an AI Learning Environment with WSL2 and Ubuntu

Whether you are building your first machine learning model or delving into complex neural networks, the WSL2 + Ubuntu virtualization platform provides a perfect starting point for both AI beginners and seasoned experts, offering essential tools and abundant resources to support your AI journey. Table of Contents 1. Installing the AI Practice Virtualization Platform 2. … Read more

Homomorphic Encryption Algorithms and Engineering Computation (Machine Learning, Privacy Computing)

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Homomorphic Encryption Algorithms and Engineering Computation (Machine Learning, Privacy Computing)

Homomorphic encryption (HE) is a special encryption mode in cryptography that satisfies the property of homomorphic operations on ciphertexts. This means that after data is homomorphically encrypted, specific calculations can be performed on the ciphertext, and the result of these calculations, when subjected to corresponding homomorphic decryption, will be equivalent to performing the same calculations … Read more

Running VxWorks on Arm Cortex-R82

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Running VxWorks on Arm Cortex-R82

Arm Cortex-R82 represents a revolution in real-time processing, combining high-performance 64-bit computing with the deterministic behavior required in embedded systems. Launched by Arm in 2020, it is the first processor in the Cortex-R series to support a full Memory Management Unit (MMU), enabling it to run rich operating systems like Linux while maintaining the low … Read more

Getting Started with Hailo: Accelerating Edge AI on Toradex Modules

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Getting Started with Hailo: Accelerating Edge AI on Toradex Modules

Edge Computer Vision Why Choose Edge Computing? Embedded devices are becoming increasingly intelligent, with many machine learning and computer vision tasks being pushed to edge devices. Running AI models on such devices, while challenging, offers numerous advantages: Reduced Latency: Processing data on-device eliminates the wait time for transmitting data to the cloud or a central … Read more