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人工ニューラルネットワーク- 世界市場の展望(2019年~2027年)

Artificial Neural Network - Global Market Outlook (2019-2027)

発行 Stratistics Market Research Consulting 商品コード 942486
出版日 ページ情報 英文 168 Pages
納期: 2-3営業日
価格
本日の銀行送金レート: 1USD=108.31円で換算しております。
人工ニューラルネットワーク- 世界市場の展望(2019年~2027年) Artificial Neural Network - Global Market Outlook (2019-2027)
出版日: 2020年06月01日 ページ情報: 英文 168 Pages
概要

世界の人工ニューラルネットワーク市場は予測期間中18.7%のCAGRで推移し、2019年の1億1700万米ドルから、2027年には4億6110米万ドルの規模に成長すると予測されています。 市場の成長を促進する主な要因として、変数とパターンの間における複雑かつ非線形な関係を検出することのできるテクノロジーの発達や、および処理能力・学習能力・速度の向上への必要性の増加が挙げられます。ただし、インプロセスステージの結果の追跡が困難なことが、市場成長を阻害する可能性があります。

当レポートでは、世界の人工ニューラルネットワークの市場を調査し、市場および製品の概要、市場成長への各種影響因子および市場機会の分析、モード・コンポーネント・アプリケーショ・エンドユーザー・規模・アーキテクチャ・タイプ・地域/主要国など各種区分別の動向と市場規模の推移と予測、競合環境、主要企業のプロファイルなどをまとめています。

目次

第1章 エグゼクティブサマリー

第2章 イントロダクション

第3章 市場動向分析

  • イントロダクション
  • 促進要因
  • 抑制要因
  • 市場機会
  • 脅威
  • アプリケーション分析
  • エンドユーザー分析
  • 新興市場
  • Covid-19の影響

第4章 ポーターのファイブフォース分析

第5章 世界の人工ニューラルネットワーク市場:モード別

  • クラウド
  • オンプレミス

第6章 世界の人工ニューラルネットワーク市場:コンポーネント別

  • プラットフォーム/ API
  • サービス
    • プロフェッショナルサービス
    • マネージドサービス
  • ソリューション
  • ソフトウェア

第7章 世界の人工ニューラルネットワーク市場:アプリケーション別

  • データマイニング
  • 画像認識
  • 信号認識
  • 分類
  • パターンマッチング
  • 最適化
  • パターン補完
  • 時系列モデリング
  • データマイニング
  • 画像分析・解釈
  • 臨床診断・予後
  • 生体電気信号分析・解釈
  • 関数近似
  • その他
    • 創薬
    • 推薦システム

第8章 世界の人工ニューラルネットワーク市場:エンドユーザー別

  • 政府・防衛
  • 輸送・物流
  • 銀行・金融サービス・保険(BFSI)
  • 小売・eコマース
  • ヘルスケア・ライフサイエンス
  • 製造
  • 電気通信・情報技術(IT)
  • マーケティング
  • 公的機関
  • エネルギー・ユーティリティ
  • その他
    • 旅行・ホスピタリティ
    • メディア・エンターテイメント
    • 教育

第9章 世界の人工ニューラルネットワーク市場:規模別

  • 大企業
  • 中小企業

第10章 世界の人工ニューラルネットワーク市場:アーキテクチャ別

  • フィードバックネットワーク
  • ラテラルネットワーク
  • フィードフォワードネットワーク

第11章 世界の人工ニューラルネットワーク市場:タイプ別

  • 多層フィードフォワードニューラルネットワーク
  • 自己組織化ニューラルネットワーク
  • 単層ニューラルネットワーク
  • 時間ニューラルネットワーク

第12章 世界の人工ニューラルネットワーク市場:地域別

  • 北米
    • 米国
    • カナダ
    • メキシコ
  • 欧州
    • ドイツ
    • 英国
    • イタリア
    • フランス
    • スペイン
    • その他
  • アジア太平洋
    • 日本
    • 中国
    • インド
    • オーストラリア
    • ニュージーランド
    • 韓国
    • その他
  • 南米
    • アルゼンチン
    • ブラジル
    • チリ
    • その他
  • 中東・アフリカ
    • サウジアラビア
    • アラブ首長国連邦
    • カタール
    • 南アフリカ
    • その他

第13章 主な発展

  • 契約、提携、協業、合弁事業
  • 買収と合併
  • 新製品の発売
  • 拡張
  • その他の主な戦略

第14章 企業プロファイル

  • Intel Corporation
  • Qualcomm Technologies, Inc.
  • Microsoft Corporation
  • Google Inc.
  • IBM Corporation
  • Neuralware
  • SwiftKey
  • Alyuda Research, LLC
  • Ward Systems Group, Inc.
  • SAP SE
  • Afiniti
  • Microsoft
  • Oracle Corporation
  • OLSOFT LLC.
  • GMDH, LLC
  • Starmind International AG
  • NeuroDimension, Inc.
  • Neurala
  • Clarifai
図表

List of Tables

  • Table 1 Global Artificial Neural Network Market Outlook, By Region (2018-2027) ($MN)
  • Table 2 Global Artificial Neural Network Market Outlook, By Deployment Mode (2018-2027) ($MN)
  • Table 3 Global Artificial Neural Network Market Outlook, By Cloud (2018-2027) ($MN)
  • Table 4 Global Artificial Neural Network Market Outlook, By On-premises (2018-2027) ($MN)
  • Table 5 Global Artificial Neural Network Market Outlook, By Component (2018-2027) ($MN)
  • Table 6 Global Artificial Neural Network Market Outlook, By Platform/API (2018-2027) ($MN)
  • Table 7 Global Artificial Neural Network Market Outlook, By Services (2018-2027) ($MN)
  • Table 8 Global Artificial Neural Network Market Outlook, By Professional Services (2018-2027) ($MN)
  • Table 9 Global Artificial Neural Network Market Outlook, By Managed Services (2018-2027) ($MN)
  • Table 10 Global Artificial Neural Network Market Outlook, By Solutions (2018-2027) ($MN)
  • Table 11 Global Artificial Neural Network Market Outlook, By Software (2018-2027) ($MN)
  • Table 12 Global Artificial Neural Network Market Outlook, By Application (2018-2027) ($MN)
  • Table 13 Global Artificial Neural Network Market Outlook, By Data Mining (2018-2027) ($MN)
  • Table 14 Global Artificial Neural Network Market Outlook, By Image Recognition (2018-2027) ($MN)
  • Table 15 Global Artificial Neural Network Market Outlook, By Signal Recognition (2018-2027) ($MN)
  • Table 16 Global Artificial Neural Network Market Outlook, By Classifications (2018-2027) ($MN)
  • Table 17 Global Artificial Neural Network Market Outlook, By Pattern Matching (2018-2027) ($MN)
  • Table 18 Global Artificial Neural Network Market Outlook, By Optimization (2018-2027) ($MN)
  • Table 19 Global Artificial Neural Network Market Outlook, By Pattern Completion (2018-2027) ($MN)
  • Table 20 Global Artificial Neural Network Market Outlook, By Time Series Modeling (2018-2027) ($MN)
  • Table 21 Global Artificial Neural Network Market Outlook, By Data Mining (2018-2027) ($MN)
  • Table 22 Global Artificial Neural Network Market Outlook, By Image Analysis and Interpretation (2018-2027) ($MN)
  • Table 23 Global Artificial Neural Network Market Outlook, By Clinical Diagnosis and Prognostics (2018-2027) ($MN)
  • Table 24 Global Artificial Neural Network Market Outlook, By Bioelectric Signal Analysis and Interpretation (2018-2027) ($MN)
  • Table 25 Global Artificial Neural Network Market Outlook, By Function Approximation (2018-2027) ($MN)
  • Table 26 Global Artificial Neural Network Market Outlook, By Other Applications (2018-2027) ($MN)
  • Table 27 Global Artificial Neural Network Market Outlook, By Drug Discovery (2018-2027) ($MN)
  • Table 28 Global Artificial Neural Network Market Outlook, By Recommender System (2018-2027) ($MN)
  • Table 29 Global Artificial Neural Network Market Outlook, By End User (2018-2027) ($MN)
  • Table 30 Global Artificial Neural Network Market Outlook, By Government and Defense (2018-2027) ($MN)
  • Table 31 Global Artificial Neural Network Market Outlook, By Transportation and Logistics (2018-2027) ($MN)
  • Table 32 Global Artificial Neural Network Market Outlook, By Banking, Financial Services, and Insurance (BFSI) (2018-2027) ($MN)
  • Table 33 Global Artificial Neural Network Market Outlook, By Retail and eCommerce (2018-2027) ($MN)
  • Table 34 Global Artificial Neural Network Market Outlook, By Healthcare and Life Sciences (2018-2027) ($MN)
  • Table 35 Global Artificial Neural Network Market Outlook, By Manufacturing (2018-2027) ($MN)
  • Table 36 Global Artificial Neural Network Market Outlook, By Telecommunication and Information Technology (IT) (2018-2027) ($MN)
  • Table 37 Global Artificial Neural Network Market Outlook, By Marketing (2018-2027) ($MN)
  • Table 38 Global Artificial Neural Network Market Outlook, By Public Sector (2018-2027) ($MN)
  • Table 39 Global Artificial Neural Network Market Outlook, By Energy and Utilities (2018-2027) ($MN)
  • Table 40 Global Artificial Neural Network Market Outlook, By Other End Users (2018-2027) ($MN)
  • Table 41 Global Artificial Neural Network Market Outlook, By Travel and Hospitality (2018-2027) ($MN)
  • Table 42 Global Artificial Neural Network Market Outlook, By Media and Entertainment (2018-2027) ($MN)
  • Table 43 Global Artificial Neural Network Market Outlook, By Education (2018-2027) ($MN)
  • Table 44 Global Artificial Neural Network Market Outlook, By Organization Size (2018-2027) ($MN)
  • Table 45 Global Artificial Neural Network Market Outlook, By Large Enterprises (2018-2027) ($MN)
  • Table 46 Global Artificial Neural Network Market Outlook, By Small and Medium-Sized Enterprises (2018-2027) ($MN)
  • Table 47 Global Artificial Neural Network Market Outlook, By Architecture (2018-2027) ($MN)
  • Table 48 Global Artificial Neural Network Market Outlook, By Feedback Networks (2018-2027) ($MN)
  • Table 49 Global Artificial Neural Network Market Outlook, By Lateral Networks (2018-2027) ($MN)
  • Table 50 Global Artificial Neural Network Market Outlook, By Feed Forward Networks (2018-2027) ($MN)
  • Table 51 Global Artificial Neural Network Market Outlook, By Type (2018-2027) ($MN)
  • Table 52 Global Artificial Neural Network Market Outlook, By Multi-layer Feed Forward Neural Network (2018-2027) ($MN)
  • Table 53 Global Artificial Neural Network Market Outlook, By Self-organizing Neural Network (2018-2027) ($MN)
  • Table 54 Global Artificial Neural Network Market Outlook, By Single-layer Neural Network (2018-2027) ($MN)
  • Table 55 Global Artificial Neural Network Market Outlook, By Temporal Neural Network (2018-2027) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.

目次

According to Stratistics MRC, the Global Artificial Neural Network Market is accounted for $117.00 million in 2019 and is expected to reach $461.10 million by 2027 growing at a CAGR of 18.7% during the forecast period. Some of the key factors propelling the market growth include increasing use of emerging technologies to detect complex nonlinear relationships between variables and pattern, increasing demand to train large volume of data sets with low supervision, and growing need for enhanced processing power, learning ability and speed of neural networks. However, difficulty in tracking the outcomes of in-process stages is likely to hamper the market.

Artificial Neural Network (ANN) is a vital subset of machine learning that helps computer scientists in their work on complex tasks, such as, strategizing, making predictions, and recognizing trends. It is not like other machine learning algorithms that crunch numbers or organize data; it is an algorithm that learns from experience and repeated tasks performed by its users. ANN is a computational model based on the functions and structure of biological neural networks.

By component, the consulting services segment is expected to grow at a rapid pace during the forecast period, as consulting services help organizations to utilize ANN tools capabilities that uses graph structures for semantic queries with nodes, edges, and properties to represent and store connected data. The vendors in this market offer services to industrial customers or end-users so that they can effectively manage and deploy ANN solutions.

On the basis of geography, North America region is expected to witnessing significant growth during the forecast period, due to technological advancement and high emphasis on technological innovation in the region. Many ANN solution providers in North America are experimenting in the ANN market by integrating AI, and deep learning functionalities with their existing ANN solutions. They are also adopting various growth strategies to strengthen their positions in the market.

Some of the key players in artificial neural network market include Intel Corporation, Qualcomm Technologies, Inc., Microsoft Corporation, Google Inc., IBM Corporation, Neuralware, SwiftKey, Alyuda Research, LLC, Ward Systems Group, Inc., SAP SE, Afiniti, Microsoft, Oracle Corporation, OLSOFT LLC., GMDH, LLC, Starmind International AG, NeuroDimension, Inc., Neurala, and Clarifai.

Deployment Modes Covered:

  • Cloud
  • On-premises

Components Covered:

  • Platform/API
  • Services
  • Solutions
  • Software

Applications Covered:

  • Data Mining
  • Image Recognition
  • Signal Recognition
  • Classifications
  • Pattern Matching
  • Optimization
  • Pattern Completion
  • Time Series Modeling
  • Data Mining
  • Image Analysis and Interpretation
  • Clinical Diagnosis and Prognostics
  • Bioelectric Signal Analysis and Interpretation
  • Function Approximation
  • Other Applications

End Users Covered:

  • Government and Defense
  • Transportation and Logistics
  • Banking, Financial Services, and Insurance (BFSI)
  • Retail and eCommerce
  • Healthcare and Life Sciences
  • Manufacturing
  • Telecommunication and Information Technology (IT)
  • Marketing
  • Public Sector
  • Energy and Utilities
  • Other End Users

Organization Sizes Covered:

  • Large Enterprises
  • Small and Medium-Sized Enterprises

Architectures Covered:

  • Feedback Networks
  • Lateral Networks
  • Feed Forward Networks

Types Covered:

  • Multi-layer Feed Forward Neural Network
  • Self-organizing Neural Network
  • Single-layer Neural Network
  • Temporal Neural Network

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • France
    • Italy
    • UK
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2018, 2019, 2020, 2024 and 2027
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic analysis: Drivers and Constraints, Product/Technology Analysis, Porter's five forces analysis, SWOT analysis, etc.
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Artificial Neural Network Market, By Deployment Mode

  • 5.1 Introduction
  • 5.2 Cloud
  • 5.3 On-premises

6 Global Artificial Neural Network Market, By Component

  • 6.1 Introduction
  • 6.2 Platform/API
  • 6.3 Services
    • 6.3.1 Professional Services
      • 6.3.1.1 Deployment and Integration
      • 6.3.1.2 Support and Maintenance Services
      • 6.3.1.3 Consulting Services
    • 6.3.2 Managed Services
  • 6.4 Solutions
  • 6.5 Software

7 Global Artificial Neural Network Market, By Application

  • 7.1 Introduction
  • 7.2 Data Mining
  • 7.3 Image Recognition
  • 7.4 Signal Recognition
  • 7.5 Classifications
  • 7.6 Pattern Matching
  • 7.7 Optimization
  • 7.8 Pattern Completion
  • 7.9 Time Series Modeling
  • 7.10 Data Mining
  • 7.11 Image Analysis and Interpretation
  • 7.12 Clinical Diagnosis and Prognostics
  • 7.13 Bioelectric Signal Analysis and Interpretation
  • 7.14 Function Approximation
  • 7.15 Other Applications
    • 7.15.1 Drug Discovery
    • 7.15.2 Recommender System

8 Global Artificial Neural Network Market, By End User

  • 8.1 Introduction
  • 8.2 Government and Defense
  • 8.3 Transportation and Logistics
  • 8.4 Banking, Financial Services, and Insurance (BFSI)
  • 8.5 Retail and eCommerce
  • 8.6 Healthcare and Life Sciences
  • 8.7 Manufacturing
  • 8.8 Telecommunication and Information Technology (IT)
  • 8.9 Marketing
  • 8.10 Public Sector
  • 8.11 Energy and Utilities
  • 8.12 Other End Users
    • 8.12.1 Travel and Hospitality
    • 8.12.2 Media and Entertainment
    • 8.12.3 Education

9 Global Artificial Neural Network Market, By Organization Size

  • 9.1 Introduction
  • 9.2 Large Enterprises
  • 9.3 Small and Medium-Sized Enterprises

10 Global Artificial Neural Network Market, By Architecture

  • 10.1 Introduction
  • 10.2 Feedback Networks
  • 10.3 Lateral Networks
  • 10.4 Feed Forward Networks

11 Global Artificial Neural Network Market, By Type

  • 11.1 Introduction
  • 11.2 Multi-layer Feed Forward Neural Network
  • 11.3 Self-organizing Neural Network
  • 11.4 Single-layer Neural Network
  • 11.5 Temporal Neural Network

12 Global Artificial Neural Network Market, By Geography

  • 12.1 Introduction
  • 12.2 North America
    • 12.2.1 US
    • 12.2.2 Canada
    • 12.2.3 Mexico
  • 12.3 Europe
    • 12.3.1 Germany
    • 12.3.2 UK
    • 12.3.3 Italy
    • 12.3.4 France
    • 12.3.5 Spain
    • 12.3.6 Rest of Europe
  • 12.4 Asia Pacific
    • 12.4.1 Japan
    • 12.4.2 China
    • 12.4.3 India
    • 12.4.4 Australia
    • 12.4.5 New Zealand
    • 12.4.6 South Korea
    • 12.4.7 Rest of Asia Pacific
  • 12.5 South America
    • 12.5.1 Argentina
    • 12.5.2 Brazil
    • 12.5.3 Chile
    • 12.5.4 Rest of South America
  • 12.6 Middle East & Africa
    • 12.6.1 Saudi Arabia
    • 12.6.2 UAE
    • 12.6.3 Qatar
    • 12.6.4 South Africa
    • 12.6.5 Rest of Middle East & Africa

13 Key Developments

  • 13.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 13.2 Acquisitions & Mergers
  • 13.3 New Product Launch
  • 13.4 Expansions
  • 13.5 Other Key Strategies

14 Company Profiling

  • 14.1 Intel Corporation
  • 14.2 Qualcomm Technologies, Inc.
  • 14.3 Microsoft Corporation
  • 14.4 Google Inc.
  • 14.5 IBM Corporation
  • 14.6 Neuralware
  • 14.7 SwiftKey
  • 14.8 Alyuda Research, LLC
  • 14.9 Ward Systems Group, Inc.
  • 14.10 SAP SE
  • 14.11 Afiniti
  • 14.12 Microsoft
  • 14.13 Oracle Corporation
  • 14.14 OLSOFT LLC.
  • 14.15 GMDH, LLC
  • 14.16 Starmind International AG
  • 14.17 NeuroDimension, Inc.
  • 14.18 Neurala
  • 14.19 Clarifai