Edge AI: Three Memory Compression Techniques for Deploying TinyML with MicroPython To be honest, when I first tried to run a neural network on the ESP32, I was almost driven to madness. 256KB of RAM? Are you serious? That 5MB model I trained on Colab was completely out of the question. However, after experimenting over … Read more
A competitive ecosystem has emerged globally around AI inference and training for edge devices. In 2021, Europe launched a research and development investment project named Prevail, aimed at enhancing Europe’s competitiveness in the global semiconductor industry by promoting innovation in edge AI. This project supports industrial enterprises of various sizes in developing and testing high-performance, … Read more
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
Citation Catelan FT, Bossi G, Schenato L, et al. (2025) Long-term monitoring of active large-scale landslides for non-structural risk mitigation – integrated sensors and web-based platform. Journal of Mountain Science 22(1). https://doi.org/10.1007/s11629-024-9211-x Cover Article Large slow-moving landslides and Deep-Seated Gravitational Slope Deformations (DSGSD) pose a significant threat to long linear infrastructures due to their continuous … Read more
✅ Author Bio: A research enthusiast and Matlab simulation developer, skilled in data processing, modeling simulation, program design, complete code acquisition, paper reproduction, and scientific simulation. 🍎 Previous reviews, follow the personal homepage:Matlab Research Studio 🍊 Personal motto: Investigate things to gain knowledge, complete Matlab code and simulation consultation available via private message. Intelligent Optimization … Read more
✅ 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
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
Smart Home vs. Traditional Home _ Smart Bed vs. Traditional Bed – Smart Bed: Adjustable mattress firmness and angle, capable of monitoring sleep data such as heart rate and breathing, some even have massage functions and can interact with other smart devices. – Traditional Bed: Primarily serves as a place for sleep and rest, with … Read more
In the wave of technological revolution, smart homes are transitioning from concept to reality, becoming an important force in reshaping lifestyles. According to the latest report from Grand View Research, the global smart home market is expected to reach $537.27 billion by 2030, with a compound annual growth rate (CAGR) of 27% from 2025 to … Read more
Click the image above to register for learningRecently, the Ministry of Industry and Information Technology and three other departments issued a notice on the implementation plan for the digital transformation of the light industry, which mentioned deepening the application of artificial intelligence empowerment. It supports leading enterprises in the home appliance, furniture, and lighting industries … Read more