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ニューラル・プロセッサーの世界市場

Neural Processors

出版日
ページ情報
英文 155 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=148.45円
ニューラル・プロセッサーの世界市場
出版日: 2025年08月15日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 155 Pages
納期: 即日から翌営業日
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概要

ニューラル・プロセッサーの世界市場は2030年までに8億9,430万米ドルに達する見込み

2024年に3億610万米ドルと推定されるニューラル・プロセッサーの世界市場は、2024年から2030年にかけてCAGR 19.6%で成長し、2030年には8億9,430万米ドルに達すると予測されます。本レポートで分析したセグメントの1つである推論オペレーションは、CAGR 17.1％を記録し、分析期間終了時には4億8,710万米ドルに達すると予測されます。トレーニング操作分野の成長率は、分析期間でCAGR 23.0％と推定されます。

米国市場は8,050万米ドルと推定、中国はCAGR18.6％で成長予測

米国のニューラル・プロセッサー市場は、2024年に8,050万米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに1億3,810万米ドルの市場規模に達すると予測され、分析期間2024-2030年のCAGRは18.6%です。その他の注目すべき地域別市場としては、日本とカナダがあり、それぞれ分析期間中に17.7%と17.2%のCAGRで成長すると予測されています。欧州では、ドイツがCAGR約14.6%で成長すると予測されています。

ニューラル・プロセッサの世界市場- 主要動向と促進要因のまとめ

ニューラル・プロセッサーはどのように人工知能に革命を起こしているのか？

ニューラル・プロセッシング・ユニット（NPU）としても知られるニューラル・プロセッサーは、機械学習や人工知能（AI）の計算を高速化するために設計された専用チップです。従来の中央演算処理装置（CPU）やグラフィックス・プロセッシング・ユニット（GPU）とは異なり、NPUは並列処理に最適化されているため、画像認識、自然言語処理、リアルタイムの意思決定などのAIワークロードを効率的に処理できます。これらのプロセッサは、エッジ・コンピューティングや自律走行車からスマート・デバイスや高性能コンピューティングに至るまで、さまざまなアプリケーションで重要な役割を果たすようになっています。ヘルスケア、金融、ロボット工学などの業界におけるAI駆動型アプリケーションの台頭により、ニューラル・プロセッサーの需要は大幅に増加しており、より高速で効率的なAIモデルのトレーニングと推論が可能になっています。ディープラーニングのアルゴリズムが複雑化するにつれ、従来のコンピューティングアーキテクチャでは、必要な計算能力に追いつくことが難しくなっています。消費電力を抑えながら膨大な量のデータをリアルタイムで処理できるNPUは、現在、AIハードウェアの進化の最前線にあります。クラウドベースのAIサービスとオンデバイスAI処理の拡大により、ニューラル・プロセッサーは次世代のインテリジェント・コンピューティングを形成しつつあります。

ニューラル・プロセッサ市場の成長を阻む課題とは？

急速な普及にもかかわらず、ニューラル・プロセッサーは普及を制限するいくつかの課題に直面しています。主な懸念事項の1つは、AIに特化したハードウェアの開発には多大な研究と投資が必要なため、NPUの設計・製造コストが高いことです。汎用プロセッサーとは異なり、NPUは特定のAIワークロードに合わせて調整する必要があり、異なるAIモデルやフレームワーク間での互換性の問題につながります。もう1つの大きな課題は消費電力で、特にデータセンターやAI主導のアプリケーションで使用される高性能NPUの消費電力が大きいです。NPUは従来のプロセッサーよりも効率的ですが、リアルタイムのAI処理に対する需要の高まりが電力要件を押し上げ、冷却と持続可能性への懸念につながっています。さらに、AIハードウェア市場は細分化されているため、開発者は機械学習モデルを特定のNPU向けに最適化する必要があり、柔軟性が低下し、統合の複雑さが増しています。また、AIを搭載したシステムは、敵対的な攻撃、データ侵害、不正操作に対して脆弱であるため、セキュリティ・リスクも懸念が高まっています。さらに、サプライチェーンの混乱や世界の半導体不足は、NPUの入手可能性に影響を与え、主要産業への導入を遅らせています。このような課題に対処するには、チップ設計の継続的な進歩、標準化への取り組み、さまざまなアプリケーションでAIをシームレスに統合するためのセキュリティ・プロトコルの強化が必要です。

ニューラル・プロセッシング・ユニットの技術革新はAI能力をどのように強化しているのか？

ニューラル・プロセッサー業界は急速な技術革新を遂げており、AIの性能、効率、スケーラビリティを高める新技術が登場しています。最も重要な進歩の1つはニューロモーフィック・コンピューティングの開発であり、これは人間の脳のアーキテクチャを模倣して情報をより効率的に処理するものです。これらの生物学に着想を得たプロセッサーは、スパイキング・ニューラル・ネットワーク（SNN）を使用して低消費電力でリアルタイムのAI計算を可能にし、エッジ・コンピューティングや自律システムに理想的なものとなっています。もう1つのブレークスルーは、スマートフォン、スマートホームシステム、ウェアラブル技術などの消費者向け機器にNPUを統合することで、待ち時間を短縮し、ユーザー体験を向上させるオンデバイスAI機能を実現することです。量子AIも注目を集めており、研究者たちは、複雑な問題を前例のないスピードで解決するために、ニューラル・プロセッサーと組み合わせた量子コンピューティングの可能性を探っています。さらに、テンソル・プロセッシング・ユニット（TPU）やフィールド・プログラマブル・ゲート・アレイ（FPGA）などのAIアクセラレータは、ディープラーニング・アプリケーション向けに最適化されつつあり、AIモデルの展開に柔軟性をもたらしています。エッジAIも重要な動向であり、NPUがIoTデバイスに組み込まれることで、クラウド接続に依存しないリアルタイムのAI処理が可能になります。これらのイノベーションは、AIシステムの機能を拡張するだけでなく、スピード、エネルギー効率、スケーラビリティを優先する次世代コンピューティング・アーキテクチャへの道を開いています。

ニューラル・プロセッサ市場の成長の原動力は？

ニューラル・プロセッサ市場の成長は、AIアプリケーションの採用拡大、ディープラーニング・モデルの進歩、エッジコンピューティングの拡大など、いくつかの要因によってもたらされます。ヘルスケア、金融、自動車などの業界でAIが広く利用されるようになったことで、複雑な機械学習タスクを処理できる高性能NPUの需要が高まっています。自律走行車やAIを搭載したロボット工学の台頭も大きな推進力となっており、これらの技術には、従来のプロセッサーでは対応できないリアルタイムのデータ処理や意思決定機能が必要とされています。また、スマートデバイスやIoTアプリケーションの普及も市場の成長に寄与しており、NPUは音声認識、予測分析、生体認証などのオンデバイスAI機能を実現しています。さらに、AIを活用したクラウドサービスの拡大により、データセンターは計算効率の向上と待ち時間の短縮を目的にNPUを採用するようになっています。エネルギー効率に優れたAI処理が重視されるようになり、大規模なAI導入のための持続可能なソリューションを求める企業が増えているため、NPUの採用がさらに加速しています。チップ設計、AIモデルの最適化、半導体製造の継続的な進歩により、ニューラル・プロセッサー市場は指数関数的な成長を遂げ、インテリジェント・コンピューティングと次世代AI技術の未来を形成する態勢が整っています。

セグメント

動作タイプ（推論動作、トレーニング動作）、アプリケーション（スマートフォン＆タブレットアプリケーション、自律走行車アプリケーション、ロボット＆ドローンアプリケーション、ヘルスケア＆医療機器アプリケーション、スマートホームデバイス＆IoTアプリケーション、クラウド＆データセンターAIアプリケーション、産業オートメーションアプリケーション、その他アプリケーション）

調査対象企業の例

  • 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.

AIインテグレーション

私たちは、検証された専門家のコンテンツとAIツールによって、市場と競合情報を変革しています。

Global Industry Analystsは、LLMや業界固有のSLMを照会する一般的な規範に従う代わりに、ビデオ記録、ブログ、検索エンジン調査、膨大な量の企業、製品/サービス、市場データなど、世界中の専門家から収集したコンテンツのリポジトリを構築しました。

関税影響係数

Global Industry Analystsは、本社の国、製造拠点、輸出入（完成品とOEM）に基づく企業の競争力の変化を予測しています。この複雑で多面的な市場力学は、売上原価（COGS）の増加、収益性の低下、サプライチェーンの再構築など、ミクロおよびマクロの市場力学の中でも特に競合他社に影響を与える見込みです。

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
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