The Future of AI Chips: Not Necessarily GPUs

The Future of AI Chips: Not Necessarily GPUs

Source: Semiconductor Industry Review Original Author: Feng Ning In the layout of artificial intelligence computing architecture, the collaborative working model of CPUs and acceleration chips has become a typical AI deployment solution. The CPU plays the role of providing basic computing power, while the acceleration chips are responsible for enhancing computing performance to assist algorithms … Read more

Automotive Grade Chip Packaging Technology

Automotive Grade Chip Packaging Technology

Overview of Automotive Chips Automotive-grade semiconductors, commonly known as “automotive chips”, are semiconductors used in vehicle control devices, in-vehicle monitoring devices, and in-vehicle electronic control devices, among other fields. They are primarily distributed in vehicle control modules, in-vehicle infotainment systems, integrated powertrain control systems, active safety systems, and advanced driver-assistance systems. Compared to traditional fuel … Read more

How MEMS Sensor Chips Are Manufactured

How MEMS Sensor Chips Are Manufactured

For a wealth of sensor knowledge and industry reports, please reply with the keyword 【资料下载】 in the public account dialog to obtain materials for viewing.《Over 100 Professional Knowledge Materials on Sensors, There’s Always One for You~》 Follow me here 👇,Remember to click the menu bar in the top right corner ••• Set as Star ⭐ … Read more

Summary of Multi-Clock Domain Processing Methods in IC Design

Summary of Multi-Clock Domain Processing Methods in IC Design

In ASIC or FPGA system design, we often encounter the issue of data transmission across multiple clock domains, and timing issues become increasingly severe as the system grows more complex. Cross-clock domain processing technology is a crucial part of IC design. We need to learn and apply some common processing methods to enhance the stability … Read more

The Viability of FPGA Compared to CPU, GPU, and ASIC

The Viability of FPGA Compared to CPU, GPU, and ASIC

In recent years, the concept of FPGA has become increasingly prevalent. For example, in Bitcoin mining, there are miners based on FPGA. Additionally, Microsoft previously stated that it would use FPGA to “replace” CPU in data centers, among other things. In fact, for professionals, FPGA is not unfamiliar; it has been widely used. However, most … Read more

Differences Between AI Chips and Traditional Chips

Differences Between AI Chips and Traditional Chips

The following content is organized from Zhihu: Author: Wang Peng Link:https://www.zhihu.com/question/285202403/answer/444253962First, let me answer the question, (1) There is a significant difference in performance compared to traditional chips, such as CPUs and GPUs. When executing AI algorithms, they are faster and more energy-efficient. (2) There is no difference in manufacturing processes; everyone is the same. … Read more

Summary of Low Power Design in ASIC Design + Book Recommendations

Summary of Low Power Design in ASIC Design + Book Recommendations

1. Low Power Design With the promotion of handheld portable devices, the issue of low power design has become increasingly important. Lower chip power consumption means longer usage time for portable devices, increased lifespan of chips due to reduced power consumption, better control of heat dissipation, and the ability to make devices smaller, among other … Read more

ASIC Chip Design Enhances Safety and Reliability of Electronic Detonators

ASIC Chip Design Enhances Safety and Reliability of Electronic Detonators

On December 22, 2023, the “2023 Forum on High-Quality Development of the Civil Explosives Industry” was grandly held in Nanjing, Jiangsu Province, organized by the China Explosive Materials Industry Association. Zhu Jianyong, General Manager of Rongguisi Chuang, was invited to give a keynote speech titled “Enhancing the Safety and Reliability of Electronic Detonators Based on … Read more

Ultra-Heterogeneous Computing: The Future of High-Performance Chips

Ultra-Heterogeneous Computing: The Future of High-Performance Chips

Source: Software and Hardware Integration Original Author: Chaobowx Editor’s Note Reviewing the history of computer development, from serial to parallel, from homogeneous to heterogeneous, it will continue to evolve to ultra-heterogeneous: First Stage: Serial Computing. Single-core CPUs and ASICs belong to serial computing. Second Stage: Homogeneous Parallel Computing. Multi-core CPUs and GPUs with thousands of … Read more

In-Depth Understanding of GPU, FPGA, and ASIC

In-Depth Understanding of GPU, FPGA, and ASIC

Artificial intelligence consists of three elements: algorithms, computation, and data. Algorithms are the core of AI implementation, while computation and data serve as the foundation. In terms of algorithms, they can mainly be divided into engineering methods and simulation methods. The engineering method employs traditional programming techniques to improve algorithm performance using extensive data processing … Read more