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人工智能芯片市场:2023-2028年全球行业趋势、份额、规模、增长、机会及预测Artificial Intelligence Chip Market: Global Industry Trends, Share, Size, Growth, Opportunity and Forecast 2023-2028 |
2022年,全球人工智能芯片市场规模达到134亿美元。展望未来,IMARC集团预计,到2028年,全球人工智能芯片市场规模将达到896亿美元,2023-2028年的年复合增长率(CAGR)将达到34.5%。汽车行业应用的不断增长、对人工智能机器需求的不断增加以及神经形态研究活动投资的不断增加是推动市场发展的一些关键因素。
人工智能(AI)芯片专门设计用于通过编程框架运行机器学习(ML)工作负载。它们包括现场可编程门阵列(FPGA)、图形处理器(GPU)和专用集成电路(ASIC)。它们还包含人工智能优化功能,可加速人工智能算法所需的计算和计算任务。与大型晶体管相比,它们依靠运行速度更快、能耗更低的小型晶体管。它们专为使用人工神经网络(ANN)的应用而设计,人工神经网络是一种受人脑启发的机器学习(ML)方法。它们可以通过同时处理多个信息流来执行高度复杂和动态的任务。由于这些芯片可在设备本地运行人工智能程序,因此无需依赖云存储数据。人工智能芯片提供自然语言处理(NLP)、计算机视觉、机器人和网络安全等功能,可应用于全球汽车、信息和技术(IT)、医疗保健和零售等行业。
目前,汽车行业越来越多地采用人工智能技术来制造无人驾驶汽车并实现L5级别的自主技术,这是支持市场增长的关键因素之一。除此之外,全球对人工智能机器在具有挑战性的情况下执行各种任务的需求也在增加。这一点,以及对开发人类感知人工智能系统的日益关注,为市场提供了有利的前景。此外,主要企业正在投资神经形态研究活动,以开发受大脑中真实神经元功能启发的技术。他们还利用人工智能和机器学习(ML)来设计下一代人工智能芯片,从而促进了市场的增长。此外,笔记本电脑、台式机和游戏机等消费电子产品对人工智能芯片的需求不断增长,为行业投资者提供了利润丰厚的增长机会。除此以外,全球各行各业对计算机视觉、大数据、增强现实(AR)和虚拟现实(VR)等先进技术的应用也在不断增加。此外,量子计算技术在解决复杂问题和进行分析计算方面的应用也在不断增加,这些都对市场产生了积极影响。
The global artificial intelligence chip market size reached US$ 13.4 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 89.6 Billion by 2028, exhibiting a growth rate (CAGR) of 34.5% during 2023-2028. The growing application in the automotive industry, increasing demand for AI-enabled machines, and rising investments in neuromorphic research activities represent some of the key factors driving the market.
Artificial intelligence (AI) chips are specially designed to run machine learning (ML) workloads through programming frameworks. They comprise field-programmable gate arrays (FPGAs), graphics processing units (GPUs), and application-specific integrated circuits (ASICs). They also consist of AI-optimized features, which can accelerate calculations and computing tasks required by AI algorithms. They rely on small transistors, which run faster and consume less energy as compared to large transistors. They are designed for applications that use artificial neural networks (ANN), which is a machine learning (ML) approach inspired by the human brain. They can execute tasks that are highly complex and dynamic by processing multiple streams of information simultaneously. They eliminate the need to rely on the cloud to store data, as these chips can run AI programs locally on the devices. As they offer natural language processing (NLP), computer vision, robotics, and network security, AI chips find applications in the automotive, information and technology (IT), healthcare, and retail industries across the globe.
At present, the rising adoption of AI technology in the automotive industry to manufacture driverless cars and achieve the L5 level of autonomous technology represents one of the key factors supporting the growth of the market. Besides this, there is an increase in the demand for AI-enabled machines to perform various tasks in challenging situations around the world. This, along with the growing focus on developing human-aware AI systems, is offering a favorable market outlook. In addition, key players are investing in neuromorphic research activities to develop techniques inspired by the real neurons in the brain function. They are also utilizing AI and machine learning (ML) to design the next generation of AI chips, which is contributing to the growth of the market. Moreover, the increasing demand for AI chips in consumer electronics, such as laptops, desktops, and gaming consoles, is offering lucrative growth opportunities to industry investors. Apart from this, there is a rise in the employment of advanced technologies in various industries, such as computer vision, big data, augmented reality (AR), and virtual reality (VR), across the globe. This, coupled with the growing utilization of quantum computing technologies to tackle complicated issues and perform analytical computations, is positively influencing the market.
IMARC Group provides an analysis of the key trends in each sub-segment of the global artificial intelligence chip market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on chip type, technology, processing type, application and industry vertical.
GPU
ASIC
FPGA
CPU
Others
The report has provided a detailed breakup and analysis of the artificial intelligence chip market based on the chip type. This includes GPU, ASIC, FPGA, CPU, and others. According to the report, GPU represented the largest segment.
System-on-Chip (SoC)
System-In-Package (SIP)
Multi-Chip Module
Others
A detailed breakup and analysis of the artificial intelligence chip market based on the technology has also been provided in the report. This includes system-on-chip (SoC), system-in-package (SIP), multi-chip module, and others. According to the report, system-on-chip (SoC) accounted for the largest market share.
Edge
Cloud
A detailed breakup and analysis of the artificial intelligence chip market based on the processing type has also been provided in the report. This includes edge and cloud. According to the report, cloud accounted for the largest market share.
Natural Language Processing (NLP)
Robotics
Computer Vision
Network Security
Others
A detailed breakup and analysis of the artificial intelligence chip market based on the application has also been provided in the report. This includes natural language processing (NLP), robotics, computer vision, network security, and others. According to the report, natural language processing (NLP) accounted for the largest market share.
Media and Advertising
BFSI
IT and Telecom
Retail
Healthcare
Automotive and Transportation
Others
A detailed breakup and analysis of the artificial intelligence chip market based on the industry vertical has also been provided in the report. This includes media and advertising, BFSI, IT and telecom, retail, healthcare, automotive and transportation, and others. According to the report, BFSI accounted for the largest market share.
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
The report has also provided a comprehensive analysis of all the major regional markets, which include North America (the United States and Canada); Asia Pacific (China, Japan, India, South Korea, Australia, Indonesia, and others); Europe (Germany, France, the United Kingdom, Italy, Spain, Russia, and others); Latin America (Brazil, Mexico, and others); and the Middle East and Africa. According to the report, North America (the United States and Canada) was the largest market for artificial intelligence chip. Some of the factors driving the North America artificial intelligence chip market included the growing application in consumer electronics, integration of voice commands in various products, availability of several market players, etc.
The report has also provided a comprehensive analysis of the competitive landscape in the global artificial intelligence chip market. Competitive analysis such as market structure, market share by key players, player positioning, top winning strategies, competitive dashboard, and company evaluation quadrant has been covered in the report. Also, detailed profiles of all major companies have been provided. Some of the companies covered include Advanced Micro Devices Inc., Huawei Technologies Co. Ltd., Intel Corporation, LG Electronics Inc. (LG Corporation), Mediatek Inc., Micron Technology Inc., Mythic Inc., Nvidia Corporation, NXP Semiconductors N.V., Qualcomm Technologies Inc, SK hynix Inc., Toshiba Corporation, etc. Kindly note that this only represents a partial list of companies, and the complete list has been provided in the report.
Key Questions Answered in This Report
1. What was the size of the global artificial intelligence chip market in 2022?
2. What is the expected growth rate of the global artificial intelligence chip market during 2023-2028?
3. What are the key factors driving the global artificial intelligence chip market?
4. What has been the impact of COVID-19 on the global artificial intelligence chip market?
5. What is the breakup of the global artificial intelligence chip market based on the chip type?
6. What is the breakup of the global artificial intelligence chip market based on the technology?
7. What is the breakup of the global artificial intelligence chip market based on the processing type?
8. What is the breakup of the global artificial intelligence chip market based on the application?
9. What is the breakup of the global artificial intelligence chip market based on the industry vertical?
10. What are the key regions in the global artificial intelligence chip market?
11. Who are the key players/companies in the global artificial intelligence chip market?