What is Embedded Learning? “Embedded Learning” generally refers to the process and technology of deploying and running machine learning models directly on resource-constrained embedded devices. This is a key technology that makes end devices “truly intelligent”. Its core goal is very clear: To enable devices to have local intelligent decision-making capabilities without relying on the … Read more
Abstract The Neural Processing Unit (NPU) adopts a “data-driven parallel computing” architecture, particularly adept at processing large-scale multimedia data such as video and images. This article analyzes the working principles of NPUs in modern smart devices, architectural features, differences from CPUs/GPUs, and application scenarios, providing a detailed explanation of NPUs and their distinctions from CPUs … Read more
Contact me for inquiries about automotive-grade chip business👆🏻 As the process of automotive intelligence accelerates, the NPU is becoming the core engine for multimodal interaction in smart cockpits. With its powerful parallel computing capabilities, it processes and integrates voice, gesture, visual, and other multidimensional interaction data in real-time, significantly enhancing interaction accuracy and response speed, … Read more
With the rapid development of NPU, is it still necessary to study the architecture related to CPU? In fact, this is a matter of passing down knowledge, and I personally believe it is still very necessary. Through a comparison of CPU and NPU, we can see that NPU can be regarded as an extension and … Read more
AI-MCU is an embedded chip that integrates AI computing modules such as NPU based on standard MCU architecture. By combining real-time control logic with local AI inference capabilities, AI-MCU retains the advantages of precise hardware control and low power operation of MCUs, while enhancing intelligent algorithm processing capabilities through NPU, enabling terminal devices to make … Read more
As of the end of 2024, all of MediaTek’s Wi-Fi 7 chip solutions have been developed, with only the final chip solution’s MP (mass production) remaining to be completed. The entire development cycle for the Wi-Fi 7 new products lasted three years, during which five NPU and five MAC+BB chips (excluding RFIC) were released. This … Read more
1. What is an NPU? NPU (Neural Processing Unit) is a processor specifically designed for inference and training of artificial neural networks, featuring high parallelism, low power consumption, and low latency. It is a key hardware component in scenarios such as edge AI, autonomous driving, smart cameras, and voice recognition. 2. Comparison of NPU with … Read more
–【Previous Popular Selections】– Japanese storage giant’s stock price surged by 68.6%! What happened to “Toshiba Storage”? Did you understand it? Price increase twice in six months: SanDisk’s signal and the strategic shift in the NAND market Nikkei Insight: Japanese automotive chips are shifting from “alternative” to “first choice” –【Thank you for your attention and support】 … Read more
In July 2025, the 9th Developer Conference of Rockchip (RKDC 2025) kicked off at the Fuzhou Strait International Conference and Exhibition Center. This grand event, themed “AIoT Model Innovation Reworking Products,” showcased Rockchip’s comprehensive layout and deep breakthroughs in the field of smart automobiles. From intelligent cockpits to integrated docking, from edge co-processors to in-vehicle … Read more
According to the Korea Herald, the South Korean government plans to collaborate with AI chip and cloud computing companies to form a team to develop high-performance, low-power Neural Processing Unit (NPU) inference chips. The aim of this initiative is to compete with NVIDIA while avoiding the GPU market dominated by NVIDIA. On June 26, South … Read more