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市場調查報告書
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1791743

全球神經處理器市場

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個工作天內

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簡介目錄

預計到 2030 年全球神經處理器市場規模將達到 8.943 億美元

全球神經處理器市場規模預計在2024年達到3.061億美元，預計2024年至2030年期間的複合年成長率為19.6%，到2030年將達到8.943億美元。推理運算是本報告分析的細分市場之一，預計其複合年成長率為17.1%，到分析期結束時規模將達到4.871億美元。訓練運算細分市場在分析期間內的複合年成長率預計為23.0%。

美國市場規模估計為 8,050 萬美元，中國市場預計複合年成長率為 18.6%

預計到2024年，美國神經處理器市場規模將達到8,050萬美元。作為世界第二大經濟體，中國市場規模預計到2030年將達到1.381億美元，在2024-2030年的分析期間內，複合年成長率為18.6%。其他值得關注的區域市場包括日本和加拿大，預計在分析期間內，這兩個市場的複合年成長率分別為17.7%和17.2%。在歐洲，預計德國市場的複合年成長率約為14.6%。

全球神經處理器市場—主要趨勢與促進因素摘要

神經處理器如何徹底改變人工智慧？

神經處理器，也稱為神經處理單元 (NPU)，是專為加速機器學習和人工智慧 (AI) 運算而設計的專用晶片。與傳統的中央處理器 (CPU) 和圖形處理單元 (GPU) 不同，NPU 針對並行處理進行了最佳化，使其能夠高效處理影像識別、自然語言處理和即時決策等 AI 工作負載。這些處理器在從邊緣運算和自動駕駛汽車到智慧型裝置和高效能運算等各種應用中發揮關鍵作用。醫療保健、金融和機器人等行業中 AI 驅動應用的興起顯著增加了對神經處理器的需求，使其能夠更快、更有效率地進行 AI 模型訓練和推理。隨著深度學習演算法變得越來越複雜，傳統的運算架構越來越難以滿足所需的運算能力。 NPU 能夠即時處理大量數據，同時功耗更低，目前處於 AI 硬體發展的前沿。隨著雲端基礎AI 服務和裝置端 AI 處理的擴展，神經處理器正在塑造下一代智慧運算。

阻礙神經處理器市場成長的挑戰有哪些？

儘管神經處理器被迅速採用，但它們仍面臨著許多挑戰，限制了其廣泛應用。一個主要問題是神經處理單元 (NPU) 的高昂設計和製造成本，因為開發專用於人工智慧的硬體需要大量的研究和投資。與通用處理器不同，NPU 必須針對特定的人工智慧工作負載進行客製化，這導致不同人工智慧模型和框架之間存在相容性問題。另一個主要挑戰是功耗，尤其是對於資料中心和人工智慧主導應用中使用的高效能 NPU 而言。雖然 NPU 比傳統處理器更有效率，但對即時人工智慧處理的需求不斷成長，推高了功耗要求，引發了散熱和永續性的擔憂。此外，分散化的人工智慧硬體市場要求開發人員針對特定的 NPU 最佳化機器學習模型，這降低了靈活性並增加了整合複雜性。安全風險也是一個日益嚴重的問題，因為人工智慧系統容易受到對抗性攻擊、資料外洩和篡改。此外，供應鏈中斷和全球半導體短缺正在影響 NPU 的可用性，並減緩其在關鍵產業的應用。應對這些挑戰需要不斷改進晶片設計、標準化工作和加強安全通訊協定，以便在各種應用程式中無縫整合人工智慧。

神經處理單元的創新如何增強人工智慧能力？

神經處理器產業正經歷快速的技術創新，新技術層出不窮，旨在提升人工智慧的效能、效率和可擴展性。其中最重要的進步之一是神經形態計算的發展，它模擬人腦結構，從而更有效率地處理資訊。這些受生物啟發的處理器使用脈衝神經網路 (SNN) 來實現低功耗、即時的人工智慧運算，使其成為邊緣運算和自主系統的理想選擇。另一項突破是將神經處理單元 (NPU) 整合到智慧型手機、智慧家庭系統和穿戴式裝置等消費性裝置中，從而實現裝置上的人工智慧功能，從而降低延遲並提升用戶體驗。量子人工智慧也日益受到關注，研究人員正在探索將量子運算與神經處理器結合，以前所未有的速度解決複雜問題的潛力。此外，張量處理單元 (TPU) 和現場可程式閘陣列 (FPGA) 等人工智慧加速器正在針對深度學習應用進行最佳化，從而為人工智慧模型的部署增添靈活性。邊緣人工智慧也是一個關鍵趨勢，NPU 被嵌入到物聯網設備中，以實現獨立於雲端連接的即時人工智慧處理。這些創新不僅擴展了人工智慧系統的功能，而且為優先考慮速度、能源效率和可擴展性的下一代運算架構鋪平了道路。

是什麼推動了神經處理器市場的成長？

神經處理器市場的成長受到多種因素的推動，包括人工智慧應用的日益普及、深度學習模型的進步以及邊緣運算的擴展。人工智慧在醫療保健、金融和汽車等行業的廣泛使用，推動了對能夠處理複雜機器學習任務的高性能 NPU 的需求。自動駕駛汽車和人工智慧機器人的興起也是一個主要驅動力，因為這些技術需要傳統處理器無法比擬的即時數據處理和決策能力。智慧型設備和物聯網應用的激增也促進了市場的成長，NPU 支援設備上的人工智慧功能，如語音辨識、預測分析和生物識別。此外，人工智慧雲端服務的擴展正在推動資料中心採用 NPU 來提高運算效率並減少延遲。對節能人工智慧處理的日益重視以及企業對大規模人工智慧部署永續解決方案的需求不斷增加，進一步加速了 NPU 的採用。在晶片設計、人工智慧模型最佳化和半導體製造的不斷進步下，神經處理器市場將呈指數級成長，並塑造智慧運算和下一代人工智慧技術的未來。

部分

操作類型（推理操作、訓練操作）、應用（智慧型手機和平板電腦應用、自動駕駛汽車應用、機器人和無人機應用、醫療保健和醫療設備應用、智慧家居設備和物聯網應用、雲端和資料中心 AI 應用、工業自動化應用、其他應用）

受訪公司範例

  • 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.

人工智慧整合

我們正在利用檢驗的專家內容和人工智慧工具來改變市場和競爭情報。

Global 特定產業產業SLM 的典型規範，而是建立了一個從世界各地專家收集的內容庫，包括影片錄影、部落格、搜尋引擎研究以及大量的公司、產品/服務和市場數據。

關稅影響係數

全球產業分析師根據公司總部所在國家、製造地和進出口（成品和原始設備製造商）情況預測其競爭地位的變化。這種複雜而多面的市場動態預計將以多種方式影響競爭對手，包括銷貨成本(COGS) 上升、盈利下降、供應鏈重組以及其他微觀和宏觀市場動態。

目錄

第1章調查方法

第2章執行摘要

  • 市場概覽
  • 主要企業
  • 市場趨勢和促進因素
  • 全球市場展望

第3章市場分析

  • 美國
  • 加拿大
  • 日本
  • 中國
  • 歐洲
  • 法國
  • 德國
  • 義大利
  • 英國
  • 其他歐洲國家
  • 亞太地區
  • 其他地區

第4章 競賽

簡介目錄
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