Summary

米国調査会社マインドコマース(Mind Commerce)の調査レポート「無線ネットワークと無線機器、クラウドと次世代コンピューティング、IoT(モノのインターネット)、ビッグデータ解析のための人工知能（AI）用チップセット　2019-2024年」は、人工知能用チップセットのエコシステム、技術戦略、ソリューションプランにわたる主要な企業を評価している。エッジコンピューティングや5G、ブロックチェーンシステムなどのさまざまな新しく中抜き的な技術分野を効果的にサポートするAIチップセットについて記載している。エッジプラットフォームやサーバなどの新しいコンピューティング技術のAIサポートについても注目している。

ほとんどすべての主要な産業垂直市場にわたるAIチップセットの用途やサービスのサポートシナリオも査定している。2019-2024年の主要産業垂直市場それぞれのAIチップセットのハードウェア、内蔵ソフトウェア、プロフェッショナルサービス、採用プラットフォーム、アプリケーションを地域毎や国毎に予測している。AIチップセットエコシステムの利害関係者への助言も記載している。

Overview:                                                                          

The AI chipset marketplace is poised to transform the entire embedded system ecosystem with a multitude of AI capabilities such as deep machine learning, image detection, and many others. With 80% of all chipsets globally shipping AI-equipped, nearly one half of all electronics will have some form of imbedded intelligence by 2024. This will also be transformational for existing critical business functions such as identity management, authentication, and cybersecurity.

Multi-processor AI chipsets learn from the environment, users, and machines to uncover hidden pattern among data, predict actionable insight, and perform actions based on specific situations. AI chipsets will become an integral part of both AI software/systems as well as critical support of any data-intensive operation as they drastically improve processing for various functions as well as enhance overall computing performance. This will be a boon for many aspects of ICT ranging from decision support and data analytics to product safety and system optimization.

Consumers will realize benefits indirectly through improved product and service performance such as device and cloud-based gaming. Enterprise and industrial users will benefit through general improvements in automated decision-making, especially in the areas of robotic process automation, decision support systems, and overall data management. AI chipsets will be particularly useful for business edge equipment for real-time data analytics and store versus processing decisions.

This report evaluates leading market players across the AI chipsets ecosystem, technology strategies, and solution plans. This includes leveraging AI chipsets for support of various emerging and disintermediating technology areas such as edge computing, 5G, and blockchain systems. Additional areas addressed include AI support of emerging computing technologies including edge platforms and servers.  

This report also assesses applications and service support scenarios for AI chipsets across almost all major industry verticals. The report provides forecasts for AI chipset hardware, embedded software, professional service, deployment platforms, and applications for every major industry vertical as well as regional and country forecasts for 2019 to 2024. The report also provides exclusive recommendations for stakeholders within the AI chipsets ecosystem.

Select Report Findings:

•    More than 80% of global chipsets will be AI equipped
•    United States will generate nearly $12 billion USD by 2024
•    Embedded AI in IoT “Things” is the fastest growing platform area
•    IoT will represent over 70% of the entire AI chipsets market by 2024
•    Combination of AI and IoT (AIoT) will drive significant chipset innovation
•    Edge Computing, Blockchain, and Data Analytics will be near-term drivers
•    Top 20 vendors comprise greater than 90% of the entire AI chipsets market

Target Audience:

•    AI companies
•    Robotics companies
•    Investment organizations
•    Data management vendors
•    Industrial automation companies
•    Enterprise across all industry verticals

Companies in Report:

•    Adapteva Inc.
•    Advanced Micro Devices Inc.
•    AIBrain Inc.
•    Alibaba Group
•    Almotive
•    Alphabet (Google)
•    Amazon Inc.
•    Analog Devices Inc.
•    AnotherBrain
•    Apple Inc.
•    Applied Materials Inc.
•    Baidu Inc.
•    Barefoot Networks
•    Bitmain Technologies Inc.
•    BrainChip Holdings
•    Broadcom Corporation
•    Cadence Design Systems Inc.
•    Cambricon Technologies Corporation Limited
•    Cerebras Systems
•    Chipintelli
•    Cypress Semiconductor Corp
•    DeePhi Tech
•    Dell EMC
•    Facebook
•    Fujitsu Ltd.
•    General Vision Inc.
•    Graphcore
•    Groq
•    Gyrfalcon Technology Inc.
•    Habana
•    Horizon Robotics
•    HPE
•    Huawei Technologies Co. Ltd.
•    IBM Corporation
•    Imagination Technologies Limited
•    Inbenta Technologies Inc.
•    Integrated Device Technology Inc.
•    Intel Corporation
•    Kalray
•    Kneron
•    Knuedge Inc.
•    Koniku
•    KRTKL Inc.
•    LG Corporation
•    Marvell Technology Group Ltd.
•    MediaTek Inc.
•    Megvii
•    Mellanox Technologies
•    Microchip Technology Inc.
•    Micron Technology
•    Microsoft Corporation
•    Mythic
•    NEC Corporation
•    Nervana Systems
•    Nokia
•    NovuMind
•    Numenta Inc.
•    NVIDIA Corporation
•    NXP Semiconductors N.V.
•    Qualcomm Incorporated
•    Renesas Electronics Corporation
•    Rockchip
•    Rohm Semiconductor
•    SambaNova Systems
•    Samsung Electronics Co Ltd.
•    Semtech Corporation
•    SenseTime
•    Sentient Technologies Holdings Limited
•    Shanghai Think-Force Electronic Technology Co. Ltd.
•    SK Hynix Inc.
•    SK Telecom
•    Softbank Group Corp. (ARM Limited)
•    STMicroelectronics
•    Synopsys Inc.
•    Taiwan Semiconductor Manufacturing Company Limited (TSMC)
•    Tenstorrent Inc.
•    Tesla (DeepScale)
•    Texas Instruments Inc.
•    Thinci
•    ThinkForce
•    Toshiba Corporation
•    Vathys
•    VeriSilicon Limited
•    Wave Computing
•    Western Digital
•    XILINX Inc.
•    ZTE Corporation

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Table of Contents

1.0          Executive Summary
2.0          Research Overview
2.1          Research Objectives
2.2          Select Findings
3.0          AI Chipsets Introduction
3.1          AI Chipsets
3.1.1      Chipset Components
3.1.2      General Purpose Applications
3.2          AI Systems
3.3          Market Dynamics Analysis
3.4          AI Investments
3.5          Competitive Market
4.0          Technologies, Solutions, and Markets
4.1          Chipsets Technology and Products
4.2          AI Technology
4.2.1      Machine Learning
4.2.2      Machine Learning APIs
4.2.3      Deep Machine Learning
4.2.4      Natural Language Processing
4.2.5      Computer Vision
4.2.6      Voice Recognition
4.2.7      Context Awareness Computing
4.2.8      Neural Networks
4.2.9      Facial Recognition
4.3          Deployment Platform
4.4          IoT Sector
4.5          Applications in Industry Verticals
4.6          Regional Markets
4.7          Value Chain
4.8          5G Network and Edge Computing
4.9          Cloud Computing and Data Analytics
4.10        Industry 4.0 and Factory Automation
4.11        Autonomous Networks
4.12        Blockchain Networks
4.13        Quantum Computing
4.14        Machine Intelligence
4.15        Nanoscale Technology
4.16        Mobile Network Operators
5.0          Company Analysis
5.1          NVIDIA Corporation
5.2          IBM Corporation
5.3          Intel Corporation
5.4          Samsung Electronics Co Ltd.
5.5          Microsoft Corporation
5.6          Baidu Inc.
5.7          Qualcomm Incorporated
5.8          Huawei Technologies Co. Ltd.
5.9          Fujitsu Ltd.
5.10        Softbank Group Corp. (ARM Limited)
5.11        Apple Inc.
5.12        Amazon Inc. (AWS)
5.13        SK Telecom
5.14        Inbenta Technologies Inc.
5.15        Microchip Technology Inc.
5.16        Texas Instruments Inc.
5.17        Advanced Micro Devices (AMD) Inc.
5.18        XILINX Inc.
5.19        Micron Technology
5.20        AIBrain Inc.
5.21        General Vision Inc.
5.22        Sentient Technologies Holdings Limited
5.23        Graphcore
5.24        Analog Devices Inc.
5.25        Cypress Semiconductor Corp
5.26        Rohm Semiconductor
5.27        Semtech Corporation
5.28        NXP Semiconductors N.V.
5.29        STMicroelectronics
5.30        MediaTek Inc.
5.31        Renesas Electronics Corporation
5.32        ZTE Corporation
5.33        NEC Corporation
5.34        Broadcom Corporation
5.35        Integrated Device Technology (IDT) Inc.
5.36        Toshiba Corporation
5.37        Adapteva Inc.
5.38        Applied Materials Inc.
5.39        Bitmain Technologies Inc.
5.40        Cambricon Technologies Corporation Limited
5.41        DeePhi Tech
5.42        Gyrfalcon Technology Inc.
5.43        Horizon Robotics
5.44        Mythic
5.45        Tenstorrent Inc.
5.46        Wave Computing
5.47        Mellanox Technologies
5.48        Koniku
5.49        Numenta Inc.
5.50        Imagination Technologies Limited
5.51        Synopsys Inc.
5.52        SenseTime
5.53        Marvell Technology Group Ltd.
5.54        Cadence Design Systems Inc.
5.55        Rockchip
5.56        VeriSilicon Limited
5.57        Knuedge Inc.
5.58        KRTKL Inc.
5.59        Shanghai Think-Force Electronic Technology Co. Ltd.
5.60        SK Hynix Inc.
5.61        Taiwan Semiconductor Manufacturing Company Limited (TSMC)
5.62        Alphabet (Google)
5.63        Thinci
5.64        LG Corporation
5.65        SambaNova Systems
5.66        Groq
5.67        Kalray
5.68        Facebook
5.69        Almotive
5.70        AnotherBrain
5.71        BrainChip Holdings
5.72        Cerebras Systems
5.73        Chipintelli
5.74        Tesla (DeepScale)
5.75        Kneron
5.76        NovuMind
5.77        ThinkForce
5.78        Vathys
5.79        Nervana Systems
5.80        Barefoot Networks
5.81        Alibaba Group
5.82        Megvii
5.83        HPE
5.84        Dell Inc. (Dell EMC)
5.85        Western Digital
5.86        Habana
5.87        Nokia
6.0          AI Chipsets Market Analysis and Forecasts 2019 – 2024
6.1          Global AI Chipsets Market 2019 – 2024
6.1.1      Total Global Market Size 2019 – 2024
6.1.2      Market by Segment 2019 – 2024
6.1.2.1   Market by Hardware 2019 – 2024
6.1.2.1.1               Market by Product 2019 – 2024
6.1.2.1.2               Product Market by Technology 2019 – 2024
6.1.2.1.3               Market by Processors 2019 – 2024
6.1.2.2   Software Market by AI Technology 2019 – 2024
6.1.2.2.1               Software Market by AI Technology Type 2019 – 2024
6.1.2.2.2               Software Market by ML Technology 2019 – 2024
6.1.2.3   Market by Service 2019 – 2024
6.1.2.4   Market by Professional Service 2019 – 2024
6.1.3      Market by Deployment Platform 2019 – 2024
6.1.3.1   Market by IoT Device 2019 – 2024
6.1.3.1.1               Market by Wearable Device 2019 – 2024
6.1.3.1.2               Market by Medical and Healthcare Device 2019 – 2024
6.1.3.1.3               Market by Smart Appliances 2019 – 2024
6.1.3.1.4               Market by Industrial Machine 2019 – 2024
6.1.3.1.5               Market by Entertainment Device 2019 – 2024
6.1.3.1.6               Market by Security Device 2019 – 2024
6.1.3.1.7               Market by Network Device 2019 – 2024
6.1.3.1.8               Market by Connected Vehicle Device 2019 – 2024
6.1.3.1.9               Market by Smart Grid Device 2019 – 2024
6.1.3.1.10             Market by Military Device 2019 – 2024
6.1.3.1.11             Market by Energy Management Device 2019 – 2024
6.1.3.1.12             Market by Agriculture Specific Device 2019 – 2024
6.1.3.2   Market by Non-IoT Device 2019 – 2024
6.1.3.3   Market by IoT “Things” 2019 – 2024
6.1.4      Market by Application 2019 – 2024
6.1.5      Market by Industry Vertical 2019 – 2024
6.1.5.1   Market by Healthcare Application 2019 – 2024
6.1.5.2   Market by Manufacturing Application 2019 – 2024
6.1.5.3   Market by Consumer Electronics Application 2019 – 2024
6.1.5.4   Market by Automotive and Transportation Application 2019 – 2024
6.1.5.5   Market by Consumer Application 2019 – 2024
6.1.5.6   Market by Marketing Application 2019 – 2024
6.1.5.7   Market by FinTech Application 2019 – 2024
6.1.5.8   Market by Building and Construction Application 2019 – 2024
6.1.5.9   Market by Agriculture Application 2019 – 2024
6.1.5.10                Market by Security and Surveillance Application 2019 – 2024
6.1.5.11                Market by Government and Military Application 2019 – 2024
6.1.5.12                Market by Human Resource Application 2019 – 2024
6.1.5.13                Market by Legal Application 2019 – 2024
6.1.5.14                Market by Telecommunications and IT Application 2019 – 2024
6.1.5.15                Market by Oil, Gas and Mining Applications 2019 – 2024
6.1.5.16                Market by Logistics Applications 2019 – 2024
6.1.5.17                Market by Education Applications 2019 – 2024
6.1.6      Market by AI in Consumer, Enterprise, Industrial and Government 2019 – 2024
6.1.7      Market in 5G Networks 2019 – 2024
6.1.7.1   Overall AI in 5G Networks Market 2019 – 2024
6.1.7.2   Market in 5G Network by Hardware, Software and Services 2019 – 2024
6.1.8      Market in Edge Computing Networks 2019 – 2024
6.1.8.1   Overall AI in Edge Computing 2019 – 2024
6.1.8.2   Market in Edge Computing Network by Hardware, Software, and Services
6.1.9      Market in Cloud Computing 2019 – 2024
6.1.9.1   Overall AI in Cloud Computing 2019 – 2024
6.1.9.2   Market in Cloud Computing by Hardware, Software, and Services
6.1.10    Market in Quantum Computing 2019 – 2024
6.1.10.1                Overall AI in Quantum Computing 2019 – 2024
6.1.10.2                Market in Quantum Computing by Hardware, Software, and Services
6.1.10.3                Market in Quantum Computing by Hardware
6.1.10.4                Market in Quantum Computing by Software
6.1.11    Market in Big Data Analytics 2019 – 2024
6.1.11.1                Overall AI in Big Data 2019 – 2024
6.1.11.2                Market in Big Data Analytics by Hardware, Software, and Services
6.1.12    Market in IoT 2019 – 2024
6.1.12.1                AI Chipset Market in IoT by Hardware, Software, and Services 2019 – 2024
6.1.12.2                Market in IoT by Deployment Platform 2019 – 2024
6.1.12.3                Market in IoT by Consumer, Enterprise, Industrial, and Government 2019 – 2024
6.1.13    Market in Blockchain Networks 2019 – 2024
6.1.13.1                Market in Blockchain by Hardware, Software, and Services 2019 – 2024
6.1.13.2                Market in Blockchain Solution 2019 – 2024
6.2          Regional AI Chipsets Market 2019 – 2024
6.2.1      Market by Region 2019 – 2024
6.2.1.1   North America Market 2019 – 2024
6.2.1.2   Europe Market 2019 – 2024
6.2.1.3   Asia Pacific Market 2019 – 2024
6.2.1.4   Middle East and Africa Market 2019 – 2024
6.2.1.5   Latin America Market 2019 – 2024
6.3          AI Chipsets Deployment Forecast 2019 – 2024
6.3.1      Total Global Deployment 2019 – 2024
6.3.2      Deployment by Segment 2019 – 2024
6.3.2.1   Deployment by Product 2019 – 2024
6.3.2.2   Deployment by Technology 2019 – 2024
6.3.2.3   Deployment by Processor Type 2019 – 2024
6.3.3      Deployment by Platform 2019 – 2024
6.3.3.1   Deployment by IoT Device 2019 – 2024
6.3.3.1.1               Deployment by Wearable Device 2019 – 2024
6.3.3.1.2               Deployment by Healthcare Device 2019 – 2024
6.3.3.1.3               Deployment by Smart Appliances 2019 – 2024
6.3.3.1.4               Deployment by Industrial Machines 2019 – 2024
6.3.3.1.5               Deployment by Entertainment Device 2019 – 2024
6.3.3.1.6               Deployment by Security Device 2019 – 2024
6.3.3.1.7               Deployment by Network Device 2019 – 2024
6.3.3.1.8               Deployment by Connected Vehicle Device 2019 – 2024
6.3.3.1.9               Deployment by Smart Grid Device 2019 – 2024
6.3.3.1.10             Deployment by Military Device 2019 – 2024
6.3.3.1.11             Deployment by Energy Management Device 2019 – 2024
6.3.3.1.12             Deployment by Agriculture Specific Device 2019 – 2024
6.3.3.2   Deployment by Non-IoT Device 2019 – 2024
6.3.3.3   Deployment by IoT “Things” 2019 – 2024
6.3.4      Deployment by AI Technology 2019 – 2024
6.3.4.1   Deployment by AI Technology Type 2019 – 2024
6.3.4.2   Deployment by Machine Learning Technology 2019 – 2024
6.3.5      Deployment by Application 2019 – 2024
6.3.6      Deployment by Industry Vertical 2019 – 2024
6.3.7      Deployment by Price Range 2019 – 2024
6.3.8      Deployment by Region 2019 – 2024
6.3.8.1   North America Deployment by Country 2019 – 2024
6.3.8.2   Europe Deployment by Country 2019 – 2024
6.3.8.3   Asia Pacific Deployment by Country 2019 – 2024
6.3.8.4   Middle East and Africa Deployment by Country 2019 – 2024
6.3.8.5   Latin America Deployment by Country 2019 – 2024
7.0          Conclusions and Recommendations
7.1          Advertisers and Media Companies
7.2          Artificial Intelligence Providers
7.3          Automotive Companies
7.4          Broadband Infrastructure Providers
7.5          Communication Service Providers
7.6          Computing Companies
7.7          Data Analytics Providers
7.8          Immersive Technology (AR, VR, and MR) Providers
7.9          Networking Equipment Providers
7.10        Networking Security Providers
7.11        Semiconductor Companies
7.12        IoT Suppliers and Service Providers
7.13        Software Providers
7.14        Smart City System Integrators
7.15        Automation System Providers
7.16        Social Media Companies
7.17        Workplace Solution Providers
7.18        Large Businesses, SMBs, and Governments
7.19        Future Market Direction
 

Figures

Figure 1: AI Chipset Component
Figure 2: AI Chipset Vendor Market Share
Figure 3: AI Chipset Technology and Product Matrix
Figure 4: AI Technology for Chipset
Figure 5: AI Chipset Deployment Platform Matrix
Figure 6: AI Chipset Vertical Applications
Figure 7: AI Chipset Vendor Landscape
Figure 8: Global AI Chipset Market 2019 – 2024
Figure 9: Global AI Chipset Market in 5G Network 2019 – 2024
Figure 10: Global AI Chipset Market in Edge Computing Network 2019 – 2024
Figure 11: Global AI Chipset Market in Cloud Computing 2019 – 2024
Figure 12: Global AI Chipset Market in Quantum Computing 2019 – 2024
Figure 13: Global AI Chipset Market in Big Data Analytics 2019 – 2024
Figure 14: Global AI Chipset Market in IoT 2019 – 2024
Figure 15: Global AI Chipset Market in Blockchain Networks 2019 – 2024
Figure 16: Global AI Chipsets Deployment 2019 – 2024

Tables

Table 1: Global AI Chipsets Market by Segment 2019 – 2024
Table 2: Global AI Chipsets Market by Hardware Type 2019 – 2024
Table 3: Global AI Chipsets Market by Product Type 2019 – 2024
Table 4: Global AI Chipsets Product Market by Technology Type 2019 – 2024
Table 5: Global AI Chipsets Market by Processors Type 2019 – 2024
Table 6: Global AI Chipsets Software Market by AI Technology 2019 – 2024
Table 7: Global AI Chipsets Software Market by ML Technology 2019 – 2024
Table 8: Global AI Chipsets Market by Service Type 2019 – 2024
Table 9: Global AI Chipsets Market by Professional Service Type 2019 – 2024
Table 10: Global AI Chipsets Market by Deployment Platform 2019 – 2024
Table 11: Global AI Chipsets Market by IoT Device Type 2019 – 2024
Table 12: Global AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 13: Global AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 14: Global AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 15: Global AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 16: Global AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 17: Global AI Chipsets Market by Security Device Type 2019 – 2024
Table 18: Global AI Chipsets Market by Network Device Type 2019 – 2024
Table 19: Global AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 20: Global AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 21: Global AI Chipsets Market by Military Device Type 2019 – 2024
Table 22: Global AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 23: Global AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 24: Global AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 25: Global AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 26: Global AI Chipsets Market by Application Type 2019 – 2024
Table 27: Global AI Chipsets Market by Industry Vertical 2019 – 2024
Table 28: Global AI Chipsets Market by Healthcare Application 2019 – 2024
Table 29: Global AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 30: Global AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 31: Global AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 32: Global AI Chipsets Market by Consumer Application 2019 – 2024
Table 33: Global AI Chipsets Market by Marketing Application 2019 – 2024
Table 34: Global AI Chipsets Market by FinTech Application 2019 – 2024
Table 35: Global AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 36: Global AI Chipsets Market by Agriculture Application 2019 – 2024
Table 37: Global AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 38: Global AI Chipsets Market by Government and Military Application 2019 – 2024
Table 39: Global AI Chipsets Market by Human Resource Application 2019 – 2024
Table 40: Global AI Chipsets Market by Legal Application 2019 – 2024
Table 41: Global AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 42: Global AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 43: Global AI Chipsets Market by Logistics Application 2019 – 2024
Table 44: Global AI Chipsets Market by Education Application 2019 – 2024
Table 45: Global AI Chipsets Market by AI Sector 2019 – 2024
Table 46: Global AI Chipsets Market in 5G Network by Segment 2019 – 2024
Table 47: Global AI Chipsets Market in Edge Computing Network by Segment 2019 – 2024
Table 48: Global AI Chipsets Market in Cloud Computing by Segment 2019 – 2024
Table 49: Global AI Chipsets Market in Quantum Computing by Segment 2019 – 2024
Table 50: Global AI Chipsets Market in Quantum Computing by Hardware Type 2019 – 2024
Table 51: Global AI Chipsets Market in Quantum Computing by Software Type 2019 – 2024
Table 52: Global AI Chipsets Market in Big Data Analytics by Segment 2019 – 2024
Table 53: Global AI Chipsets Market in IoT by Segment 2019 – 2024
Table 54: Global AI Chipsets Market in IoT by Deployment Platform 2019 – 2024
Table 55: Global AI Chipsets Market in IoT by Sector 2019 – 2024
Table 56: Global AI Chipsets Market in Blockchain Network by Segment 2019 – 2024
Table 57: Global AI Chipsets Market in Blockchain Solution Type 2019 – 2024
Table 58: AI Chipsets Market by Region 2019 – 2024
Table 59: North America AI Chipsets Market by Segment 2019 – 2024
Table 60: North America AI Chipsets Market by Hardware Type 2019 – 2024
Table 61: North America AI Chipsets Market by Product Type 2019 – 2024
Table 62: North America AI Chipsets Product Market by Technology Type 2019 – 2024
Table 63: North America AI Chipsets Market by Processors Type 2019 – 2024
Table 64: North America AI Chipsets Software Market by AI Technology 2019 – 2024
Table 65: North America AI Chipsets Software Market by ML Technology 2019 – 2024
Table 66: North America AI Chipsets Market by Service Type 2019 – 2024
Table 67: North America AI Chipsets Market by Professional Service Type 2019 – 2024
Table 68: North America AI Chipsets Market by Deployment Platform 2019 – 2024
Table 69: North America AI Chipsets Market by IoT Device Type 2019 – 2024
Table 70: North America AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 71: North America AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 72: North America AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 73: North America AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 74: North America AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 75: North America AI Chipsets Market by Security Device Type 2019 – 2024
Table 76: North America AI Chipsets Market by Network Device Type 2019 – 2024
Table 77: North America AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 78: North America AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 79: North America AI Chipsets Market by Military Device Type 2019 – 2024
Table 80: North America AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 81: North America AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 82: North America AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 83: North America AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 84: North America AI Chipsets Market by Application Type 2019 – 2024
Table 85: North America AI Chipsets Market by Industry Vertical 2019 – 2024
Table 86: North America AI Chipsets Market by Healthcare Application 2019 – 2024
Table 87: North America AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 88: North America AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 89: North America AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 90: North America AI Chipsets Market by Consumer Application 2019 – 2024
Table 91: North America AI Chipsets Market by Marketing Application 2019 – 2024
Table 92: North America AI Chipsets Market by FinTech Application 2019 – 2024
Table 93: North America AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 94: North America AI Chipsets Market by Agriculture Application 2019 – 2024
Table 95: North America AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 96: North America AI Chipsets Market by Government and Military Application 2019 – 2024
Table 97: North America AI Chipsets Market by Human Resource Application 2019 – 2024
Table 98: North America AI Chipsets Market by Legal Application 2019 – 2024
Table 99: North America AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 100: North America AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 101: North America AI Chipsets Market by Logistics Application 2019 – 2024
Table 102: North America AI Chipsets Market by Education Application 2019 – 2024
Table 103: North America AI Chipsets Market by AI Sector 2019 – 2024
Table 104: North America AI Chipsets Market by Country 2019 – 2024
Table 105: Europe AI Chipsets Market by Segment 2019 – 2024
Table 106: Europe AI Chipsets Market by Hardware Type 2019 – 2024
Table 107: Europe AI Chipsets Market by Product Type 2019 – 2024
Table 108: Europe AI Chipsets Product Market by Technology Type 2019 – 2024
Table 109: Europe AI Chipsets Market by Processors Type 2019 – 2024
Table 110: Europe AI Chipsets Software Market by AI Technology 2019 – 2024
Table 111: Europe AI Chipsets Software Market by ML Technology 2019 – 2024
Table 112: Europe AI Chipsets Market by Service Type 2019 – 2024
Table 113: Europe AI Chipsets Market by Professional Service Type 2019 – 2024
Table 114: Europe AI Chipsets Market by Deployment Platform 2019 – 2024
Table 115: Europe AI Chipsets Market by IoT Device Type 2019 – 2024
Table 116: Europe AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 117: Europe AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 118: Europe AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 119: Europe AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 120: Europe AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 121: Europe AI Chipsets Market by Security Device Type 2019 – 2024
Table 122: Europe AI Chipsets Market by Network Device Type 2019 – 2024
Table 123: Europe AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 124: Europe AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 125: Europe AI Chipsets Market by Military Device Type 2019 – 2024
Table 126: Europe AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 127: Europe AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 128: Europe AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 129: Europe AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 130: Europe AI Chipsets Market by Application Type 2019 – 2024
Table 131: Europe AI Chipsets Market by Industry Vertical 2019 – 2024
Table 132: Europe AI Chipsets Market by Healthcare Application 2019 – 2024
Table 133: Europe AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 134: Europe AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 135: Europe AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 136: Europe AI Chipsets Market by Consumer Application 2019 – 2024
Table 137: Europe AI Chipsets Market by Marketing Application 2019 – 2024
Table 138: Europe AI Chipsets Market by FinTech Application 2019 – 2024
Table 139: Europe AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 140: Europe AI Chipsets Market by Agriculture Application 2019 – 2024
Table 141: Europe AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 142: Europe AI Chipsets Market by Government and Military Application 2019 – 2024
Table 143: Europe AI Chipsets Market by Human Resource Application 2019 – 2024
Table 144: Europe AI Chipsets Market by Legal Application 2019 – 2024
Table 145: Europe AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 146: Europe AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 147: Europe AI Chipsets Market by Logistics Application 2019 – 2024
Table 148: Europe AI Chipsets Market by Education Application 2019 – 2024
Table 149: Europe AI Chipsets Market by AI Sector 2019 – 2024
Table 150: Europe AI Chipsets Market by Country 2019 – 2024
Table 151: APAC AI Chipsets Market by Segment 2019 – 2024
Table 152: APAC AI Chipsets Market by Hardware Type 2019 – 2024
Table 153: APAC AI Chipsets Market by Product Type 2019 – 2024
Table 154: APAC AI Chipsets Product Market by Technology Type 2019 – 2024
Table 155: APAC AI Chipsets Market by Processors Type 2019 – 2024
Table 156: APAC AI Chipsets Software Market by AI Technology 2019 – 2024
Table 157: APAC AI Chipsets Software Market by ML Technology 2019 – 2024
Table 158: APAC AI Chipsets Market by Service Type 2019 – 2024
Table 159: APAC AI Chipsets Market by Professional Service Type 2019 – 2024
Table 160: APAC AI Chipsets Market by Deployment Platform 2019 – 2024
Table 161: APAC AI Chipsets Market by IoT Device Type 2019 – 2024
Table 162: APAC AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 163: APAC AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 164: APAC AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 165: APAC AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 166: APAC AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 167: APAC AI Chipsets Market by Security Device Type 2019 – 2024
Table 168: APAC AI Chipsets Market by Network Device Type 2019 – 2024
Table 169: APAC AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 170: APAC AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 171: APAC AI Chipsets Market by Military Device Type 2019 – 2024
Table 172: APAC AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 173: APAC AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 174: APAC AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 175: APAC AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 176: APAC AI Chipsets Market by Application Type 2019 – 2024
Table 177: APAC AI Chipsets Market by Industry Vertical 2019 – 2024
Table 178: APAC AI Chipsets Market by Healthcare Application 2019 – 2024
Table 179: APAC AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 180: APAC AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 181: APAC AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 182: APAC AI Chipsets Market by Consumer Application 2019 – 2024
Table 183: APAC AI Chipsets Market by Marketing Application 2019 – 2024
Table 184: APAC AI Chipsets Market by FinTech Application 2019 – 2024
Table 185: APAC AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 186: APAC AI Chipsets Market by Agriculture Application 2019 – 2024
Table 187: APAC AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 188: APAC AI Chipsets Market by Government and Military Application 2019 – 2024
Table 189: APAC AI Chipsets Market by Human Resource Application 2019 – 2024
Table 190: APAC AI Chipsets Market by Legal Application 2019 – 2024
Table 191: APAC AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 192: APAC AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 193: APAC AI Chipsets Market by Logistics Application 2019 – 2024
Table 194: APAC AI Chipsets Market by Education Application 2019 – 2024
Table 195: APAC AI Chipsets Market by AI Sector 2019 – 2024
Table 196: APAC AI Chipsets Market by Country 2019 – 2024
Table 197: MEA AI Chipsets Market by Segment 2019 – 2024
Table 198: MEA AI Chipsets Market by Hardware Type 2019 – 2024
Table 199: MEA AI Chipsets Market by Product Type 2019 – 2024
Table 200: MEA AI Chipsets Product Market by Technology Type 2019 – 2024
Table 201: MEA AI Chipsets Market by Processors Type 2019 – 2024
Table 202: MEA AI Chipsets Software Market by AI Technology 2019 – 2024
Table 203: MEA AI Chipsets Software Market by ML Technology 2019 – 2024
Table 204: MEA AI Chipsets Market by Service Type 2019 – 2024
Table 205: MEA AI Chipsets Market by Professional Service Type 2019 – 2024
Table 206: MEA AI Chipsets Market by Deployment Platform 2019 – 2024
Table 207: MEA AI Chipsets Market by IoT Device Type 2019 – 2024
Table 208: MEA AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 209: MEA AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 210: MEA AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 211: MEA AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 212: MEA AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 213: MEA AI Chipsets Market by Security Device Type 2019 – 2024
Table 214: MEA AI Chipsets Market by Network Device Type 2019 – 2024
Table 215: MEA AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 216: MEA AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 217: MEA AI Chipsets Market by Military Device Type 2019 – 2024
Table 218: MEA AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 219: MEA AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 220: MEA AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 221: MEA AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 222: MEA AI Chipsets Market by Application Type 2019 – 2024
Table 223: MEA AI Chipsets Market by Industry Vertical 2019 – 2024
Table 224: MEA AI Chipsets Market by Healthcare Application 2019 – 2024
Table 225: MEA AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 226: MEA AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 227: MEA AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 228: MEA AI Chipsets Market by Consumer Application 2019 – 2024
Table 229: MEA AI Chipsets Market by Marketing Application 2019 – 2024
Table 230: MEA AI Chipsets Market by FinTech Application 2019 – 2024
Table 231: MEA AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 232: MEA AI Chipsets Market by Agriculture Application 2019 – 2024
Table 233: MEA AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 234: MEA AI Chipsets Market by Government and Military Application 2019 – 2024
Table 235: MEA AI Chipsets Market by Human Resource Application 2019 – 2024
Table 236: MEA AI Chipsets Market by Legal Application 2019 – 2024
Table 237: MEA AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 238: MEA AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 239: MEA AI Chipsets Market by Logistics Application 2019 – 2024
Table 240: MEA AI Chipsets Market by Education Application 2019 – 2024
Table 241: MEA AI Chipsets Market by AI Sector 2019 – 2024
Table 242: MEA AI Chipsets Market by Country 2019 – 2024
Table 243: Latin America AI Chipsets Market by Segment 2019 – 2024
Table 244: Latin America AI Chipsets Market by Hardware Type 2019 – 2024
Table 245: Latin America AI Chipsets Market by Product Type 2019 – 2024
Table 246: Latin America AI Chipsets Product Market by Technology Type 2019 – 2024
Table 247: Latin America AI Chipsets Market by Processors Type 2019 – 2024
Table 248: Latin America AI Chipsets Software Market by AI Technology 2019 – 2024
Table 249: Latin America AI Chipsets Software Market by ML Technology 2019 – 2024
Table 250: Latin America AI Chipsets Market by Service Type 2019 – 2024
Table 251: Latin America AI Chipsets Market by Professional Service Type 2019 – 2024
Table 252: Latin America AI Chipsets Market by Deployment Platform 2019 – 2024
Table 253: Latin America AI Chipsets Market by IoT Device Type 2019 – 2024
Table 254: Latin America AI Chipsets Market by Wearable Device Type 2019 – 2024
Table 255: Latin America AI Chipsets Market by Medical and Healthcare Device Type 2019 – 2024
Table 256: Latin America AI Chipsets Market by Smart Appliances Type 2019 – 2024
Table 257: Latin America AI Chipsets Market by Industrial Machine Type 2019 – 2024
Table 258: Latin America AI Chipsets Market by Entertainment Device Type 2019 – 2024
Table 259: Latin America AI Chipsets Market by Security Device Type 2019 – 2024
Table 260: Latin America AI Chipsets Market by Network Device Type 2019 – 2024
Table 261: Latin America AI Chipsets Market by Connected Vehicle Device Type 2019 – 2024
Table 262: Latin America AI Chipsets Market by Smart Grid Device Type 2019 – 2024
Table 263: Latin America AI Chipsets Market by Military Device Type 2019 – 2024
Table 264: Latin America AI Chipsets Market by Energy Management Device Type 2019 – 2024
Table 265: Latin America AI Chipsets Market by Agriculture Specific Device Type 2019 – 2024
Table 266: Latin America AI Chipsets Market by Non-IoT Device Type 2019 – 2024
Table 267: Latin America AI Chipsets Market by IoT “Things” Type 2019 – 2024
Table 268: Latin America AI Chipsets Market by Application Type 2019 – 2024
Table 269: Latin America AI Chipsets Market by Industry Vertical 2019 – 2024
Table 270: Latin America AI Chipsets Market by Healthcare Application 2019 – 2024
Table 271: Latin America AI Chipsets Market by Manufacturing Application 2019 – 2024
Table 272: Latin America AI Chipsets Market by Consumer Electronics Application 2019 – 2024
Table 273: Latin America AI Chipsets Market by Automotive and Transportation Application 2019 – 2024
Table 274: Latin America AI Chipsets Market by Consumer Application 2019 – 2024
Table 275: Latin America AI Chipsets Market by Marketing Application 2019 – 2024
Table 276: Latin America AI Chipsets Market by FinTech Application 2019 – 2024
Table 277: Latin America AI Chipsets Market by Building and Construction Application 2019 – 2024
Table 278: Latin America AI Chipsets Market by Agriculture Application 2019 – 2024
Table 279: Latin America AI Chipsets Market by Security and Surveillance Application 2019 – 2024
Table 280: Latin America AI Chipsets Market by Government and Military Application 2019 – 2024
Table 281: Latin America AI Chipsets Market by Human Resource Application 2019 – 2024
Table 282: Latin America AI Chipsets Market by Legal Application 2019 – 2024
Table 283: Latin America AI Chipsets Market by Telecommunications and IT Application 2019 – 2024
Table 284: Latin America AI Chipsets Market by Oil, Gas and Mining Application 2019 – 2024
Table 285: Latin America AI Chipsets Market by Logistics Application 2019 – 2024
Table 286: Latin America AI Chipsets Market by Education Application 2019 – 2024
Table 287: Latin America AI Chipsets Market by AI Sector 2019 – 2024
Table 288: Latin America AI Chipsets Market by Country 2019 – 2024
Table 289: Global AI Chipsets Deployment by Segment 2019 – 2024
Table 290: Global AI Chipsets Deployment by Product Type 2019 – 2024
Table 291: Global AI Chipsets Deployment by Technology Type 2019 – 2024
Table 292: Global AI Chipsets Deployment by Processors Type 2019 – 2024
Table 293: Global AI Chipsets Deployment by Platform 2019 – 2024
Table 294: Global AI Chipsets Deployment by IoT Device Type 2019 – 2024
Table 295: Global AI Chipsets Deployment by Wearable Device Type 2019 – 2024
Table 296: Global AI Chipsets Deployment by Medical and Healthcare Device Type 2019 – 2024
Table 297: Global AI Chipsets Deployment by Smart Appliances Type 2019 – 2024
Table 298: Global AI Chipsets Deployment by Industrial Machine Type 2019 – 2024
Table 299: Global AI Chipsets Deployment by Entertainment Device Type 2019 – 2024
Table 300: Global AI Chipsets Deployment by Security Device Type 2019 – 2024
Table 301: Global AI Chipsets Deployment by Network Device Type 2019 – 2024
Table 302: Global AI Chipsets Deployment by Connected Vehicle Device Type 2019 – 2024
Table 303: Global AI Chipsets Deployment by Smart Grid Device Type 2019 – 2024
Table 304: Global AI Chipsets Deployment by Military Device Type 2019 – 2024
Table 305: Global AI Chipsets Deployment by Energy Management Device Type 2019 – 2024
Table 306: Global AI Chipsets Deployment by Agriculture Specific Device Type 2019 – 2024
Table 307: Global AI Chipsets Deployment by Non-IoT Device Type 2019 – 2024
Table 308: Global AI Chipsets Deployment by IoT “Things” Type 2019 – 2024
Table 309: Global AI Chipsets Deployment by AI Technology Type 2019 – 2024
Table 310: Global AI Chipsets Deployment by ML Technology 2019 – 2024
Table 311: Global AI Chipsets Deployment by Application Type 2019 – 2024
Table 312: Global AI Chipsets Deployment by Industry Vertical 2019 – 2024
Table 313: Global AI Chipsets Deployment by Price Range 2019 – 2024
Table 314: AI Chipsets Deployment by Region 2019 – 2024
Table 315: North America AI Chipsets Deployment by Country 2019 – 2024
Table 316: Europe AI Chipsets Deployment by Country 2019 – 2024
Table 317: APAC AI Chipsets Deployment by Country 2019 – 2024
Table 318: MEA AI Chipsets Deployment by Country 2019 – 2024
Table 319: Latin America AI Chipsets Deployment by Country 2019 – 2024