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市场调查报告书
商品编码
1791743

全球神经处理器市场

Neural Processors

出版日期: | 出版商: Global Industry Analysts, Inc. | 英文 155 Pages | 商品交期: 最快1-2个工作天内

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简介目录

预计到 2030 年全球神经处理器市场规模将达到 8.943 亿美元

全球神经处理器市场规模预计在2024年达到3.061亿美元,预计2024年至2030年期间的复合年增长率为19.6%,到2030年将达到8.943亿美元。推理运算是本报告分析的细分市场之一,预计其复合年增长率为17.1%,到分析期结束时规模将达到4.871亿美元。训练运算细分市场在分析期间内的复合年增长率预计为23.0%。

美国市场规模估计为 8,050 万美元,中国市场预计复合年增长率为 18.6%

预计到2024年,美国神经处理器市场规模将达到8,050万美元。作为世界第二大经济体,中国市场规模预计到2030年将达到1.381亿美元,在2024-2030年的分析期间内,复合年增长率为18.6%。其他值得关注的区域市场包括日本和加拿大,预计在分析期间内,这两个市场的复合年增长率分别为17.7%和17.2%。在欧洲,预计德国市场的复合年增长率约为14.6%。

全球神经处理器市场—主要趋势与驱动因素摘要

神经处理器如何彻底改变人工智慧?

神经处理器,也称为神经处理单元 (NPU),是专为加速机器学习和人工智慧 (AI) 运算而设计的专用晶片。与传统的中央处理器 (CPU) 和图形处理单元 (GPU) 不同,NPU 针对并行处理进行了最佳化,使其能够高效处理影像识别、自然语言处理和即时决策等 AI 工作负载。这些处理器在从边缘运算和自动驾驶汽车到智慧型装置和高效能运算等各种应用中发挥关键作用。医疗保健、金融和机器人等行业中 AI 驱动应用的兴起显着增加了对神经处理器的需求,使其能够更快、更有效率地进行 AI 模型训练和推理。随着深度学习演算法变得越来越复杂,传统的运算架构越来越难以满足所需的运算能力。 NPU 能够即时处理大量数据,同时功耗更低,目前处于 AI 硬体发展的前沿。随着云端基础AI 服务和装置端 AI 处理的扩展,神经处理器正在塑造下一代智慧运算。

阻碍神经处理器市场成长的挑战有哪些?

儘管神经处理器被迅速采用,但它们仍面临着许多挑战,限制了其广泛应用。一个主要问题是神经处理单元 (NPU) 的高昂设计和製造成本,因为开发专用于人工智慧的硬体需要大量的研究和投资。与通用处理器不同,NPU 必须针对特定的人工智慧工作负载进行定制,这导致不同人工智慧模型和框架之间存在相容性问题。另一个主要挑战是功耗,尤其是对于资料中心和人工智慧主导应用中使用的高效能 NPU 而言。虽然 NPU 比传统处理器更有效率,但对即时人工智慧处理的需求不断增长,推高了功耗要求,引发了散热和永续性的担忧。此外,分散化的人工智慧硬体市场要求开发人员针对特定的 NPU 优化机器学习模型,这降低了灵活性并增加了整合复杂性。安全风险也是一个日益严重的问题,因为人工智慧系统容易受到对抗性攻击、资料外洩和篡改。此外,供应链中断和全球半导体短缺正在影响 NPU 的可用性,并减缓其在关键产业的应用。应对这些挑战需要不断改进晶片设计、标准化工作和加强安全通讯协定,以便在各种应用程式中无缝整合人工智慧。

神经处理单元的创新如何增强人工智慧能力?

神经处理器产业正经历快速的技术创新,新技术层出不穷,旨在提升人工智慧的效能、效率和可扩展性。其中最重要的进步之一是神经形态计算的发展,它模拟人脑结构,从而更有效率地处理资讯。这些受生物启发的处理器使用脉衝神经网路 (SNN) 来实现低功耗、即时的人工智慧运算,使其成为边缘运算和自主系统的理想选择。另一项突破是将神经处理单元 (NPU) 整合到智慧型手机、智慧家庭系统和穿戴式装置等消费性装置中,从而实现装置上的人工智慧功能,从而降低延迟并提升用户体验。量子人工智慧也日益受到关注,研究人员正在探索将量子运算与神经处理器结合,以前所未有的速度解决复杂问题的潜力。此外,张量处理单元 (TPU) 和现场可程式闸阵列 (FPGA) 等人工智慧加速器正在针对深度学习应用进行最佳化,从而为人工智慧模型的部署增添灵活性。边缘人工智慧也是一个关键趋势,NPU 被嵌入到物联网设备中,以实现独立于云端连接的即时人工智慧处理。这些创新不仅扩展了人工智慧系统的功能,而且为优先考虑速度、能源效率和可扩展性的下一代运算架构铺平了道路。

是什么推动了神经处理器市场的成长?

神经处理器市场的成长受到多种因素的推动,包括人工智慧应用的日益普及、深度学习模型的进步以及边缘运算的扩展。人工智慧在医疗保健、金融和汽车等行业的广泛使用,推动了对能够处理复杂机器学习任务的高性能 NPU 的需求。自动驾驶汽车和人工智慧机器人的兴起也是一个主要驱动力,因为这些技术需要传统处理器无法比拟的即时数据处理和决策能力。智慧型设备和物联网应用的激增也促进了市场的成长,NPU 支援设备上的人工智慧功能,如语音辨识、预测分析和生物识别。此外,人工智慧云端服务的扩展正在推动资料中心采用 NPU 来提高运算效率并减少延迟。对节能人工智慧处理的日益重视以及企业对大规模人工智慧部署永续解决方案的需求不断增加,进一步加速了 NPU 的采用。在晶片设计、人工智慧模型优化和半导体製造的不断进步下,神经处理器市场将呈指数级增长,并塑造智慧运算和下一代人工智慧技术的未来。

部分

操作类型(推理操作、训练操作)、应用(智慧型手机和平板电脑应用、自动驾驶汽车应用、机器人和无人机应用、医疗保健和医疗设备应用、智慧家居设备和物联网应用、云端和资料中心 AI 应用、工业自动化应用、其他应用)

受访公司范例

  • Advanced Micro Devices, Inc.(AMD)
  • Apple Inc.
  • ARM Holdings plc
  • BrainChip Holdings Ltd.
  • Cerebras Systems
  • Google LLC
  • Graphcore Limited
  • Groq Inc.
  • Hailo Technologies Ltd.
  • Huawei Technologies Co., Ltd.
  • IBM Corporation
  • Intel Corporation
  • Kneron
  • Mythic AI
  • NVIDIA Corporation
  • Qualcomm Incorporated
  • SambaNova Systems
  • Samsung Electronics Co., Ltd.
  • Syntiant Corp.
  • Tenstorrent Inc.

人工智慧集成

我们正在利用检验的专家内容和人工智慧工具来改变市场和竞争情报。

Global 特定产业产业SLM 的典型规范,而是建立了一个从世界各地专家收集的内容库,包括影片录影、部落格、搜寻引擎研究以及大量的公司、产品/服务和市场数据。

关税影响係数

全球产业分析师根据公司总部所在国家、製造地和进出口(成品和原始设备製造商)情况预测其竞争地位的变化。这种复杂而多面的市场动态预计将以多种方式影响竞争对手,包括销货成本(COGS) 上升、盈利下降、供应链重组以及其他微观和宏观市场动态。

目录

第一章调查方法

第二章执行摘要

  • 市场概览
  • 主要企业
  • 市场趋势和驱动因素
  • 全球市场展望

第三章市场分析

  • 美国
  • 加拿大
  • 日本
  • 中国
  • 欧洲
  • 法国
  • 德国
  • 义大利
  • 英国
  • 其他欧洲国家
  • 亚太地区
  • 其他地区

第四章 竞赛

简介目录
Product Code: MCP32321

Global Neural Processors Market to Reach US$894.3 Million by 2030

The global market for Neural Processors estimated at US$306.1 Million in the year 2024, is expected to reach US$894.3 Million by 2030, growing at a CAGR of 19.6% over the analysis period 2024-2030. Inference Operation, one of the segments analyzed in the report, is expected to record a 17.1% CAGR and reach US$487.1 Million by the end of the analysis period. Growth in the Training Operation segment is estimated at 23.0% CAGR over the analysis period.

The U.S. Market is Estimated at US$80.5 Million While China is Forecast to Grow at 18.6% CAGR

The Neural Processors market in the U.S. is estimated at US$80.5 Million in the year 2024. China, the world's second largest economy, is forecast to reach a projected market size of US$138.1 Million by the year 2030 trailing a CAGR of 18.6% over the analysis period 2024-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 17.7% and 17.2% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 14.6% CAGR.

Global Neural Processor Market - Key Trends & Drivers Summarized

How Are Neural Processors Revolutionizing Artificial Intelligence?

Neural processors, also known as neural processing units (NPUs), are specialized chips designed to accelerate machine learning and artificial intelligence (AI) computations. Unlike traditional central processing units (CPUs) and graphics processing units (GPUs), NPUs are optimized for parallel processing, allowing them to efficiently handle AI workloads such as image recognition, natural language processing, and real-time decision-making. These processors are becoming critical in various applications, from edge computing and autonomous vehicles to smart devices and high-performance computing. The rise of AI-driven applications in industries such as healthcare, finance, and robotics has significantly increased the demand for neural processors, enabling faster, more efficient AI model training and inference. As deep learning algorithms grow in complexity, traditional computing architectures struggle to keep up with the required computational power. NPUs, with their ability to process vast amounts of data in real time while consuming less power, are now at the forefront of AI hardware evolution. With the expansion of cloud-based AI services and on-device AI processing, neural processors are shaping the next generation of intelligent computing.

What Challenges Are Hindering the Growth of the Neural Processor Market?

Despite their rapid adoption, neural processors face several challenges that could limit their widespread deployment. One of the primary concerns is the high cost of designing and manufacturing NPUs, as the development of AI-specific hardware requires significant research and investment. Unlike general-purpose processors, NPUs must be tailored to specific AI workloads, leading to compatibility issues across different AI models and frameworks. Another major challenge is power consumption, particularly for high-performance NPUs used in data centers and AI-driven applications. While NPUs are more efficient than traditional processors, the increasing demand for real-time AI processing is driving up power requirements, leading to cooling and sustainability concerns. Additionally, the fragmented nature of the AI hardware market means that developers must optimize their machine learning models for specific NPUs, reducing flexibility and increasing integration complexity. Security risks are also a growing concern, as AI-powered systems are vulnerable to adversarial attacks, data breaches, and unauthorized manipulations. Furthermore, supply chain disruptions and global semiconductor shortages have impacted the availability of NPUs, delaying deployment in key industries. Addressing these challenges requires continued advancements in chip design, standardization efforts, and enhanced security protocols to ensure seamless AI integration across various applications.

How Are Innovations in Neural Processing Units Enhancing AI Capabilities?

The neural processor industry is undergoing rapid innovation, with new technologies emerging to enhance AI performance, efficiency, and scalability. One of the most significant advancements is the development of neuromorphic computing, which mimics the architecture of the human brain to process information more efficiently. These bio-inspired processors use spiking neural networks (SNNs) to enable low-power, real-time AI computations, making them ideal for edge computing and autonomous systems. Another breakthrough is the integration of NPUs into consumer devices, such as smartphones, smart home systems, and wearable technology, enabling on-device AI capabilities that reduce latency and enhance user experiences. Quantum AI is also gaining traction, with researchers exploring the potential of quantum computing combined with neural processors to solve complex problems at unprecedented speeds. Additionally, AI accelerators such as tensor processing units (TPUs) and field-programmable gate arrays (FPGAs) are being optimized for deep learning applications, providing greater flexibility in AI model deployment. Edge AI is another key trend, with NPUs being embedded in IoT devices to enable real-time AI processing without relying on cloud connectivity. These innovations are not only expanding the capabilities of AI systems but also paving the way for next-generation computing architectures that prioritize speed, energy efficiency, and scalability.

What Is Driving the Growth of the Neural Processor Market?

The growth in the neural processor market is driven by several factors, including the increasing adoption of AI applications, advancements in deep learning models, and the expansion of edge computing. The widespread use of AI in industries such as healthcare, finance, and automotive is fueling demand for high-performance NPUs capable of handling complex machine learning tasks. The rise of autonomous vehicles and AI-powered robotics is another major driver, as these technologies require real-time data processing and decision-making capabilities that traditional processors cannot provide. The proliferation of smart devices and IoT applications is also contributing to market growth, with NPUs enabling on-device AI features such as voice recognition, predictive analytics, and biometric authentication. Additionally, the expansion of AI-driven cloud services is pushing data centers to adopt NPUs to enhance computational efficiency and reduce latency. The growing emphasis on energy-efficient AI processing is further accelerating NPU adoption, as businesses seek sustainable solutions for large-scale AI deployments. With continuous advancements in chip design, AI model optimization, and semiconductor manufacturing, the neural processor market is poised for exponential growth, shaping the future of intelligent computing and next-generation AI technologies.

SCOPE OF STUDY:

The report analyzes the Neural Processors market in terms of units by the following Segments, and Geographic Regions/Countries:

Segments:

Operation Type (Inference Operation, Training Operation); Application (Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application, Industrial Automation Application, Other Applications)

Geographic Regions/Countries:

World; United States; Canada; Japan; China; Europe (France; Germany; Italy; United Kingdom; and Rest of Europe); Asia-Pacific; Rest of World.

Select Competitors (Total 47 Featured) -

  • Advanced Micro Devices, Inc. (AMD)
  • Apple Inc.
  • ARM Holdings plc
  • BrainChip Holdings Ltd.
  • Cerebras Systems
  • Google LLC
  • Graphcore Limited
  • Groq Inc.
  • Hailo Technologies Ltd.
  • Huawei Technologies Co., Ltd.
  • IBM Corporation
  • Intel Corporation
  • Kneron
  • Mythic AI
  • NVIDIA Corporation
  • Qualcomm Incorporated
  • SambaNova Systems
  • Samsung Electronics Co., Ltd.
  • Syntiant Corp.
  • Tenstorrent Inc.

AI INTEGRATIONS

We're transforming market and competitive intelligence with validated expert content and AI tools.

Instead of following the general norm of querying LLMs and Industry-specific SLMs, we built repositories of content curated from domain experts worldwide including video transcripts, blogs, search engines research, and massive amounts of enterprise, product/service, and market data.

TARIFF IMPACT FACTOR

Our new release incorporates impact of tariffs on geographical markets as we predict a shift in competitiveness of companies based on HQ country, manufacturing base, exports and imports (finished goods and OEM). This intricate and multifaceted market reality will impact competitors by increasing the Cost of Goods Sold (COGS), reducing profitability, reconfiguring supply chains, amongst other micro and macro market dynamics.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • Tariff Impact on Global Supply Chain Patterns
    • Neural Processors - Global Key Competitors Percentage Market Share in 2025 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2025 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Rising AI Workload Complexity Throws the Spotlight on Neural Processor Capabilities
    • Proliferation of Edge AI Devices Propels Growth in Neural Processor Adoption
    • Surge in Autonomous Vehicles Expands Addressable Market Opportunity for AI-Optimized Chips
    • Integration of Neural Networks into Consumer Electronics Drives Mass-Market Adoption
    • Accelerated Deployment of AI in Healthcare Generates Demand for Specialized Neural Processing Units
    • Expansion of IoT Ecosystem Spurs Growth in Edge Neural Computing
    • Increased Adoption of AI-Powered Surveillance Systems Strengthens Business Case for On-Device Processing
    • Growing Emphasis on Energy-Efficient AI Models Drives Demand for Low-Power Neural Processors
    • Shift Toward AI-First Mobile Devices Creates New Revenue Streams for Neural Processor Vendors
    • Rising Investment in AI Startups Accelerates Innovation in Neural Processor Architectures
    • Development of AI-Specific Benchmarks Spurs Competition and Product Differentiation
    • Advancements in Semiconductor Fabrication Technologies Drive Performance Gains in Neural Processors
    • Supportive Government Policies and Funding Programs Propel R&D in AI Hardware
    • Integration of Neural Processors in Industrial Automation Sustains Market Growth
    • Growing Reliance on AI in Financial Services Expands Demand for Secure and Compliant Neural Chips
    • Shift Toward Federated Learning Models Drives Adoption of On-Device Neural Processing
    • Escalating Data Privacy Concerns Throw the Spotlight on Edge AI Hardware with Embedded Security
    • Strategic Collaborations Between Chipmakers and AI Software Providers Accelerate Market Penetration
    • Emergence of Neuromorphic Computing Architectures Opens New Frontiers for Neural Processors
    • Increasing Demand for Real-Time AI Inference in Smart Cameras and AR/VR Devices Drives Market Growth
    • Global Supply Chain Shifts and Chip Shortages Create Both Challenges and Opportunities for Market Players
    • Integration of AI in Wearable Technology Strengthens Long-Term Demand Outlook
    • Evolving AI Standards and Regulatory Frameworks Shape Competitive Landscape and Product Compliance
    • Growing Cloud-Edge Hybrid Deployment Models Spur Innovation in Scalable Neural Processor Solutions
    • Demand for Cross-Platform AI Compatibility Generates Opportunities for Standardized Neural Processing Units
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Neural Processors Market Analysis of Annual Sales in US$ Thousand for Years 2015 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Neural Processors by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 3: World 6-Year Perspective for Neural Processors by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2025 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Inference Operation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 5: World 6-Year Perspective for Inference Operation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Training Operation by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 7: World 6-Year Perspective for Training Operation by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Other Applications by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 9: World 6-Year Perspective for Other Applications by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Smartphones & Tablets Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 11: World 6-Year Perspective for Smartphones & Tablets Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 12: World Recent Past, Current & Future Analysis for Autonomous Vehicles Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 13: World 6-Year Perspective for Autonomous Vehicles Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 14: World Recent Past, Current & Future Analysis for Robotics & Drones Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 15: World 6-Year Perspective for Robotics & Drones Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 16: World Recent Past, Current & Future Analysis for Healthcare & Medical Devices Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 17: World 6-Year Perspective for Healthcare & Medical Devices Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 18: World Recent Past, Current & Future Analysis for Smart Home Devices & IoT Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 19: World 6-Year Perspective for Smart Home Devices & IoT Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 20: World Recent Past, Current & Future Analysis for Cloud & Data Center AI Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 21: World 6-Year Perspective for Cloud & Data Center AI Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030
    • TABLE 22: World Recent Past, Current & Future Analysis for Industrial Automation Application by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 23: World 6-Year Perspective for Industrial Automation Application by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2025 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2025 (E)
    • TABLE 24: USA Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 25: USA 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 26: USA Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 27: USA 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • CANADA
    • TABLE 28: Canada Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 29: Canada 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 30: Canada Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 31: Canada 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • JAPAN
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2025 (E)
    • TABLE 32: Japan Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 33: Japan 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 34: Japan Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 35: Japan 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • CHINA
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2025 (E)
    • TABLE 36: China Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 37: China 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 38: China Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 39: China 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • EUROPE
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2025 (E)
    • TABLE 40: Europe Recent Past, Current & Future Analysis for Neural Processors by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Thousand for Years 2024 through 2030 and % CAGR
    • TABLE 41: Europe 6-Year Perspective for Neural Processors by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2025 & 2030
    • TABLE 42: Europe Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 43: Europe 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 44: Europe Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 45: Europe 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • FRANCE
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2025 (E)
    • TABLE 46: France Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 47: France 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 48: France Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 49: France 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • GERMANY
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2025 (E)
    • TABLE 50: Germany Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 51: Germany 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 52: Germany Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 53: Germany 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • ITALY
    • TABLE 54: Italy Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 55: Italy 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 56: Italy Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 57: Italy 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • UNITED KINGDOM
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2025 (E)
    • TABLE 58: UK Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 59: UK 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 60: UK Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 61: UK 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • REST OF EUROPE
    • TABLE 62: Rest of Europe Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 63: Rest of Europe 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 64: Rest of Europe Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 65: Rest of Europe 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • ASIA-PACIFIC
    • Neural Processors Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2025 (E)
    • TABLE 66: Asia-Pacific Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 67: Asia-Pacific 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 68: Asia-Pacific Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 69: Asia-Pacific 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030
  • REST OF WORLD
    • TABLE 70: Rest of World Recent Past, Current & Future Analysis for Neural Processors by Operation Type - Inference Operation and Training Operation - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 71: Rest of World 6-Year Perspective for Neural Processors by Operation Type - Percentage Breakdown of Value Sales for Inference Operation and Training Operation for the Years 2025 & 2030
    • TABLE 72: Rest of World Recent Past, Current & Future Analysis for Neural Processors by Application - Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application - Independent Analysis of Annual Sales in US$ Thousand for the Years 2024 through 2030 and % CAGR
    • TABLE 73: Rest of World 6-Year Perspective for Neural Processors by Application - Percentage Breakdown of Value Sales for Other Applications, Smartphones & Tablets Application, Autonomous Vehicles Application, Robotics & Drones Application, Healthcare & Medical Devices Application, Smart Home Devices & IoT Application, Cloud & Data Center AI Application and Industrial Automation Application for the Years 2025 & 2030

IV. COMPETITION