The Necessity of More Than Just Chips for AI

The Necessity of More Than Just Chips for AI

In recent years, a main theme in the AI market has been edge AI—or more specifically, edge-side AI, and even further, TinyML.Competitors in this market include not only traditional MCU/MPU suppliers and IP providers but also many startups focused on edge AI chips. The advantages of edge AI technology have been discussed in many articles, … Read more

You Read That Right: Machine Learning on MCUs Is Powerful!

You Read That Right: Machine Learning on MCUs Is Powerful!

Image source: putilov_denis/stock.adobe.com Machine Learning (ML) is a very good tool for solving problems involving pattern recognition. ML algorithms can transform chaotic raw data into usable signals. The basic process is to generate a model based on data, and then use the model to predict outputs, achieving learning, reasoning, and decision-making without human interaction. However, … Read more

How NOR Flash Overcomes Design Challenges in Wearables

How NOR Flash Overcomes Design Challenges in Wearables

To continuously improve various features in next-generation devices, wearable and hearable devices rely on memory. Memory is a key design factor for implementing advanced devices… Although wearable and hearable technologies may seem like extensions of the previous generation of handheld devices, the innovative features required to enhance their value, user experience, and functionality significantly increase … Read more

How Semiconductor Innovations Shape The Future Of Edge AI

How Semiconductor Innovations Shape The Future Of Edge AI

Click the blue text above Follow Us! At 6:42 AM, the alarm clock went off. You look good, thanks to the sleep cycle monitor on your nightstand, which uses built-in edge Artificial Intelligence (AI) and radar technology to monitor your heart rate and breathing, helping you optimize the precise wake-up time. As you walk to … Read more

Mainstream Edge AI Algorithms and Their Applications

Mainstream Edge AI Algorithms and Their Applications

Electronic Enthusiast Network reports (by Li Wanwan) that Edge AI is the deployment of AI algorithms on edge devices, where computing occurs close to the user and data at the network edge, rather than centralized in cloud computing facilities or private data centers. Edge AI relies on edge computing power and algorithms; the computing power … Read more

5G Unlocks New Growth Paths: How Operators Can Leverage Edge AI for Business Transformation

5G Unlocks New Growth Paths: How Operators Can Leverage Edge AI for Business Transformation

Author | Li Xiangjing Editor | Wu Chunqiu Source | Zhidin Technology 5G and the Internet of Things (IoT) integration has opened a new chapter for telecom operators. With the growth of 5G deployment, operators are entering a development phase; however, how they will leverage 5G to shape their business models remains a question. Currently, … Read more

Changes Brought by Edge AI to Smart Retail and Factories

Changes Brought by Edge AI to Smart Retail and Factories

This article is reproduced from: Electronic Products World Author: Amit Gattan, Senior Marketing Director of Micron Embedded Products Divisioni Abstract Micron, a memory manufacturer, introduces the changes that edge AI brings to machine vision and applications in smart retail and smart factories, as well as Micron’s memory solutions. 1. AI Opportunities in Smart Retail and … Read more

Next-Generation MCU Development Towards Edge AI and Real-Time Control

Next-Generation MCU Development Towards Edge AI and Real-Time Control

Real-time control systems are a key driving force in the development of modern systems, with embedded processing playing an indispensable role at their core. The core task of these systems is to perform precise sensing of the physical world; analog signals from the motor control system, such as current, voltage waveforms, and position sensors, are … Read more

In-Depth Analysis of Edge AI Industry: Hardware Innovations

In-Depth Analysis of Edge AI Industry: Hardware Innovations

Edge AI is an effective supplement to cloud computing power and a necessary tool for the implementation of AI applications. It has significant long-term growth potential and is currently in the early stages of an explosion. As the scope of AI applications expands, the overall demand for computing power is increasing, and personalized needs for … Read more

Efficient ML Systems: TinyChat and Edge AI 2.0

Efficient ML Systems: TinyChat and Edge AI 2.0

Click belowcard, follow the “LiteAI” public account Hi, everyone, I am Lite. Recently, I shared the Efficient Large Model Full Stack Technology from Part 1 to 19, which includes large model quantization and fine-tuning, efficient inference of LLMs, quantum computing, generative AI acceleration, and more. The content links are as follows: Efficient Large Model Full … Read more