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市場調查報告書
商品編碼
1588481

神經處理器市場規模、佔有率、趨勢分析報告:按業務、按應用、按地區、細分市場預測,2024-2030 年

Neural Processor Market Size, Share & Trend Analysis Report By Operation, By Application, By Region, And Segment Forecasts, 2024 - 2030

出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10個工作天內

價格

神經處理器市場規模與趨勢:

2023年全球神經處理器市場規模預估為2.376億美元,2024年至2030年複合年成長率預估為19.3%。

由於人工智慧(AI)和機器學習(ML)應用在各個領域的快速擴展,神經處理器市場不斷成長。這些技術需要能夠有效處理複雜演算法的專用硬體,這是傳統 CPU 和 GPU 難以支援的。神經處理器專為管理人工智慧工作負載而設計,可提供更快的效能和更高的能源效率。這種增強的能力使其對於自動駕駛汽車、即時分析和自然語言處理等應用至關重要。隨著人工智慧在醫療保健、金融和製造等行業變得越來越普遍,對神經處理器的需求持續成長。為了滿足這些需求,公司正在大力投資研發,以開發更先進的神經處理器。

消費性電子產品也是促進神經處理器市場擴張的重要領域。智慧型手機、智慧型揚聲器和智慧家居系統等設備擴大配備人工智慧功能,以改善用戶體驗。神經處理器使這些設備能夠更有效地執行語音辨識、影像處理和個人化建議等任務。隨著越來越多的消費者要求其設備具有人工智慧功能,製造商正在整合神經處理器來滿足這一需求。這一趨勢導致了神經處理器市場的顯著成長,特別是當公司競相提供尖端的人工智慧產品時。半導體製造的改進有助於提高更有效率、更大規模地製造神經處理器的能力。消費者需求和技術進步的結合正在加速神經處理器的採用。

對雲端和邊緣運算的日益依賴進一步加速了對神經處理器的需求。雲端服務供應商擴大提供人工智慧即服務解決方案,這些解決方案依靠神經處理器來提供快速且可擴展的人工智慧功能。這些處理器對於管理大量資料和即時執行複雜的人工智慧運算至關重要。在邊緣運算中,神經處理器處理更接近其來源的資料,減少延遲並改善自動駕駛汽車和智慧城市等應用中的決策。這種人工智慧處理的去中心化需要強大的神經處理器來確保平穩且有效率的運作。隨著雲端處理和邊緣運算的發展,神經處理器對於在各種場景中實現人工智慧變得至關重要。

目錄

第1章調查方法和範圍

第 2 章執行摘要

第3章神經處理器市場變數、趨勢與範圍

  • 市場介紹/系統展望
  • 市場動態
    • 市場促進因素分析
    • 市場限制因素分析
    • 產業挑戰
  • 神經處理器市場分析工具
    • 波特的分析
    • PESTEL分析

第 4 章 神經處理器市場:運行評估/趨勢分析

  • 細分儀表板
  • 神經處理器市場:2023 年和 2030 年操作變化分析
  • 訓練
  • 推理

第5章神經處理器市場:應用估算與趨勢分析

  • 細分儀表板
  • 神經處理器市場:2023 年和 2030 年應用變化分析
  • 智慧型手機和平板電腦
  • 自動駕駛汽車
  • 機器人和無人機
  • 醫療保健和醫療設備
  • 智慧家庭設備和物聯網
  • 雲端和資料中心中的人工智慧
  • 機器人和無人機
  • 工業自動化
  • 其他

第6章神經處理器市場:區域估計與趨勢分析

  • 2023 年及 2030 年神經處理器市場佔有率(按地區)
  • 北美洲
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 英國
    • 德國
    • 法國
  • 亞太地區
    • 中國
    • 日本
    • 印度
    • 韓國
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中東和非洲
    • 沙烏地阿拉伯
    • 阿拉伯聯合大公國
    • 南非

第7章 競爭格局

  • 公司分類
  • 公司市場定位
  • 參與企業概況
  • 財務表現
  • 組件基準測試
  • 企業熱力圖分析
  • 策略規劃
  • 公司簡介/上市公司
    • Advanced Micro Devices, Inc.
    • Arm Limited
    • Aspinity, Inc.
    • Bitbrain Technologies
    • BrainChip, Inc.
    • BrainCo, Inc.
    • General Vision, Inc.
    • Google LLC
    • Halo Neuroscience
    • Intel Corporation
    • NVIDIA Corporation
    • Qualcomm Inc.
    • Samsung Electronics Co. Ltd.
Product Code: GVR-4-68040-476-7

Neural Processor Market Size & Trends:

The global neural processor market size was estimated at USD 237.6 million in 2023 and is projected to grow at a CAGR of 19.3% from 2024 to 2030. The neural processor market is growing due to the rapid expansion of artificial intelligence (AI) and machine learning (ML) applications across various sectors. These technologies require specialized hardware capable of processing complex algorithms efficiently, which traditional CPUs and GPUs struggle to handle. Neural processors are specifically designed to manage AI workloads, providing faster performance and greater energy efficiency. This increased capability makes them essential for applications such as autonomous vehicles, real-time analytics, and natural language processing. As AI becomes more prevalent in industries such as healthcare, finance, and manufacturing, the demand for neural processors continues to rise. Companies are investing heavily in research and development to create more advanced neural processors to meet these needs.

Consumer electronics are another key area contributing to the rise of the neural processor market. Devices such as smartphones, smart speakers, and home automation systems are increasingly incorporating AI features to enhance user experiences. Neural processors enable these devices to perform tasks such as voice recognition, image processing, and personalized recommendations more efficiently. As more consumers seek AI-powered functionalities in their devices, manufacturers are integrating neural processors to meet this demand. This trend has led to significant growth in the neural processor market, especially as companies compete to offer the most advanced AI-enabled products. Improvements in semiconductor manufacturing have contributed to the ability to produce neural processors more efficiently and on a larger scale. This combination of consumer demand and technological progress is accelerating the adoption of neural processors.

The growing reliance on cloud computing and edge computing has further accelerated the demand for neural processors. Cloud service providers are increasingly offering AI-as-a-service solutions that depend on neural processors to deliver high-speed, scalable AI capabilities. These processors are critical for managing large volumes of data and performing complex AI computations in real time. In edge computing, neural processors help process data closer to the source, reducing latency and improving decision-making for applications such as autonomous vehicles and smart cities. This decentralization of AI processing requires powerful neural processors to ensure smooth and efficient operations. As both cloud and edge computing grow, neural processors are becoming indispensable for enabling AI in a wide range of scenarios.

Global Neural Processor Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global neural processor market report based on operation, application and region.

  • Operation Outlook (Revenue, USD Million, 2018 - 2030)
  • Training
  • Inference
  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Smartphones and Tablets
  • Autonomous Vehicles
  • Robotics and Drones
  • Healthcare and Medical Devices
  • Smart Home Devices and IoT
  • Cloud and Data Center AI
  • Industrial Automation
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
    • Mexico
  • Europe
    • UK
    • Germany
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
  • Middle East and Africa (MEA)
    • KSA
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definition
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Neural Processor Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Driver Analysis
    • 3.2.2. Market Restraint Analysis
    • 3.2.3. Industry Challenge
  • 3.3. Neural Processor Market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Neural Processor Market: Operation Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Neural Processor Market: Operation Movement Analysis, 2023 & 2030 (USD Million)
  • 4.3. Training
    • 4.3.1. Training Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Inference
    • 4.4.1. Inference Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Neural Processor Market: Application Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Neural Processor Market: Application Movement Analysis, 2023 & 2030 (USD Million)
  • 5.3. Smartphones and Tablets
    • 5.3.1. Smartphones and Tablets Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. Autonomous Vehicles
    • 5.4.1. Autonomous Vehicles Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Robotics and Drones
    • 5.5.1. Robotics and Drones Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.6. Healthcare and Medical Devices
    • 5.6.1. Healthcare and Medical Devices Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.7. Smart Home Devices and IoT
    • 5.7.1. Smart Home Devices and IoT Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.8. Cloud and Data Center AI
    • 5.8.1. Cloud and Data Center AI Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.9. Robotics and Drones
    • 5.9.1. Robotics and Drones Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.10. Industrial Automation
    • 5.10.1. Industrial Automation Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.11. Others
    • 5.11.1. Others Neural Processor Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Neural Processor Market: Regional Estimates & Trend Analysis

  • 6.1. Neural Processor Market Share, By Region, 2023 & 2030 (USD Million)
  • 6.2. North America
    • 6.2.1. North America Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.2.2. U.S.
      • 6.2.2.1. U.S. Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.2.3. Canada
      • 6.2.3.1. Canada Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.2.4. Mexico
      • 6.2.4.1. Mexico Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.3. Europe
    • 6.3.1. Europe Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.2. UK
      • 6.3.2.1. UK Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.3. Germany
      • 6.3.3.1. Germany Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.3.4. France
      • 6.3.4.1. France Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Asia Pacific
    • 6.4.1. Asia Pacific Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.4.2. China
      • 6.4.2.1. China Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.4.3. Japan
      • 6.4.3.1. Japan Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.4.4. India
      • 6.4.4.1. India Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.4.5. South Korea
      • 6.4.5.1. South Korea Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.4.6. Australia
      • 6.4.6.1. Australia Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Latin America
    • 6.5.1. Latin America Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.5.2. Brazil
      • 6.5.2.1. Brazil Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Middle East and Africa
    • 6.6.1. Middle East and Africa Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.6.2. KSA
      • 6.6.2.1. KSA Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.6.3. UAE
      • 6.6.3.1. UAE Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 6.6.4. South Africa
      • 6.6.4.1. South Africa Neural Processor Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Competitive Landscape

  • 7.1. Company Categorization
  • 7.2. Company Market Positioning
  • 7.3. Participant's Overview
  • 7.4. Financial Performance
  • 7.5. Component Benchmarking
  • 7.6. Company Heat Map Analysis
  • 7.7. Strategy Mapping
  • 7.8. Company Profiles/Listing
    • 7.8.1. Advanced Micro Devices, Inc.
      • 7.8.1.1. Participant's Overview
      • 7.8.1.2. Financial Performance
      • 7.8.1.3. Product Benchmarking
      • 7.8.1.4. Recent Developments
    • 7.8.2. Arm Limited
      • 7.8.2.1. Participant's Overview
      • 7.8.2.2. Financial Performance
      • 7.8.2.3. Product Benchmarking
      • 7.8.2.4. Recent Developments
    • 7.8.3. Aspinity, Inc.
      • 7.8.3.1. Participant's Overview
      • 7.8.3.2. Financial Performance
      • 7.8.3.3. Product Benchmarking
      • 7.8.3.4. Recent Developments
    • 7.8.4. Bitbrain Technologies
      • 7.8.4.1. Participant's Overview
      • 7.8.4.2. Financial Performance
      • 7.8.4.3. Product Benchmarking
      • 7.8.4.4. Recent Developments
    • 7.8.5. BrainChip, Inc.
      • 7.8.5.1. Participant's Overview
      • 7.8.5.2. Financial Performance
      • 7.8.5.3. Product Benchmarking
      • 7.8.5.4. Recent Developments
    • 7.8.6. BrainCo, Inc.
      • 7.8.6.1. Participant's Overview
      • 7.8.6.2. Financial Performance
      • 7.8.6.3. Product Benchmarking
      • 7.8.6.4. Recent Developments
    • 7.8.7. General Vision, Inc.
      • 7.8.7.1. Participant's Overview
      • 7.8.7.2. Financial Performance
      • 7.8.7.3. Product Benchmarking
      • 7.8.7.4. Recent Developments
    • 7.8.8. Google LLC
      • 7.8.8.1. Participant's Overview
      • 7.8.8.2. Financial Performance
      • 7.8.8.3. Product Benchmarking
      • 7.8.8.4. Recent Developments
    • 7.8.9. Halo Neuroscience
      • 7.8.9.1. Participant's Overview
      • 7.8.9.2. Financial Performance
      • 7.8.9.3. Product Benchmarking
      • 7.8.9.4. Recent Developments
    • 7.8.10. Intel Corporation
      • 7.8.10.1. Participant's Overview
      • 7.8.10.2. Financial Performance
      • 7.8.10.3. Product Benchmarking
      • 7.8.10.4. Recent Developments
    • 7.8.11. NVIDIA Corporation
      • 7.8.11.1. Participant's Overview
      • 7.8.11.2. Financial Performance
      • 7.8.11.3. Product Benchmarking
      • 7.8.11.4. Recent Developments
    • 7.8.12. Qualcomm Inc.
      • 7.8.12.1. Participant's Overview
      • 7.8.12.2. Financial Performance
      • 7.8.12.3. Product Benchmarking
      • 7.8.12.4. Recent Developments
    • 7.8.13. Samsung Electronics Co. Ltd.
      • 7.8.13.1. Participant's Overview
      • 7.8.13.2. Financial Performance
      • 7.8.13.3. Product Benchmarking
      • 7.8.13.4. Recent Developments

List of Tables

  • Table 1 Global Neural Processor Market by operation, 2018 - 2030 (USD Million)
  • Table 2 Global Neural Processor Market by application, 2018 - 2030 (USD Million)
  • Table 3 Global Neural Processor Market by region, 2018 - 2030 (USD Million)
  • Table 4 North America Neural Processor Market by country, 2018 - 2030 (USD Million)
  • Table 5 Europe Neural Processor Market by country, 2018 - 2030 (USD Million)
  • Table 6 Asia Pacific Neural Processor Market by country, 2018 - 2030 (USD Million)
  • Table 7 Latin America Neural Processor Market by country, 2018 - 2030 (USD Million)
  • Table 8 MEA Neural Processor Market by country, 2018 - 2030 (USD Million)
  • Table 9 Key companies launching new products/services
  • Table 10 Key companies engaged in mergers & acquisition
  • Table 11 Key companies engaged in Research & development
  • Table 12 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Neural Processor Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Neural Processor Market snapshot
  • Fig. 8 Neural Processor Market segment snapshot
  • Fig. 9 Neural Processor Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Neural Processor Market: Operation outlook key takeaways (USD Million)
  • Fig. 13 Neural Processor Market: Operation movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Training market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Inference market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Neural Processor Market: Application outlook key takeaways (USD Million)
  • Fig. 17 Neural Processor Market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 18 Smartphones and Tablets market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 19 Autonomous Vehicles market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 Robotics and Drones market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 Healthcare and Medical Devices market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Smart Home Devices and IoT market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 23 Cloud and Data Center AI market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 24 Industrial Automation market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Regional marketplace: Key takeaways
  • Fig. 27 Neural Processor Market: Regional outlook, 2024 & 2030 (USD Million)
  • Fig. 28 North America Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 U.S. Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Canada Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Mexico Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 32 Europe Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 33 UK Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 Germany Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 France Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Asia Pacific Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 China Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 Japan Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 India Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 South Korea Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Australia Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 Latin America Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Brazil Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 MEA Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 KSA Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 UAE Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 South Africa Neural Processor Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Company Categorization
  • Fig. 49 Company Market Positioning
  • Fig. 50 Strategy framework