市場調查報告書

人工神經網絡-世界市場展望(2019-2027)

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

出版商 Stratistics Market Research Consulting 商品編碼 942486
出版日期 內容資訊 英文 168 Pages
商品交期: 2-3個工作天內
價格
人工神經網絡-世界市場展望(2019-2027) Artificial Neural Network - Global Market Outlook (2019-2027)
出版日期: 2020年06月01日內容資訊: 英文 168 Pages
簡介

在預測期內,全球人工神經網絡市場預計將以18.7%的複合年增長率增長,從2019年的1.17億美元增長到2027年的4.611億美元。 市場增長的主要驅動力是能夠檢測變量和模式之間複雜和非線性關係的技術的發展,以及對提高處理,學習和速度的日益增長的需求。但是,難以追蹤過程的結果可能會阻礙市場的增長。

該報告調查了全球人工神經網絡市場,並概述了市場和產品,分析了影響市場增長和市場機會的各種因素,模式,組件,應用,最終用戶,規模,架構,按類型,地區/主要國家/地區,市場趨勢和預測,瞭解競爭環境趨勢以及主要公司的概況總結。

內容

第1章執行摘要

第2章簡介

第3章市場趨勢分析

  • 簡介
  • 促進要因
  • 抑制因子
  • 市場機會
  • 威脅
  • 應用分析
  • 最終用戶分析
  • 新興市場
  • Covid-19的影響

第4章波特的五力分析

第5章全球人工神經網絡市場:按模式

  • 雲端部署
  • 內部部署

第6章按組成部分的全球人工神經網絡市場

  • 平台/API
  • 服務
    • 專業服務
    • 託管服務
  • 解決方案
  • 軟件

第7章全球人工神經網絡應用市場

  • 數據挖掘
  • 圖像識別
  • 信號識別
  • 分類
  • 模式匹配
  • 優化
  • 模式完成
  • 時間序列建模
  • 數據挖掘
  • 圖像分析與解釋
  • 臨床診斷/預後
  • 生物電信號分析/解釋
  • 函數近似
  • 其他
    • 藥物發現
    • 推薦系統

第8章最終的全球人工神經網絡市場用戶

  • 政府/國防
  • 運輸/物流
  • 銀行,金融服務和保險(BFSI)
  • 零售/電子商務
  • 醫療保健/生命科學
  • 製造業
  • 電信和信息技術(IT)
  • 營銷
  • 公共機構
  • 能源實用程序
  • 其他
    • 旅行/旅館
    • 媒體和娛樂
    • 教育

第9章世界人工神經網絡市場:按規模

  • 大型公司
  • 中小企業

第10章按結構分類的世界人工神經網絡市場

  • 反饋網絡
  • 橫向網絡
  • 前饋網絡

第11章按類型劃分的全球人工神經網絡市場

  • 多層前饋神經網絡
  • 自組織神經網絡
  • 單層神經網絡
  • 時間神經網絡

第12章按地區劃分的世界人工神經網絡市場

  • 北美
    • 美國
    • 加拿大
    • 墨西哥
  • 歐洲
    • 德國
    • 英國
    • 意大利
    • 法國
    • 西班牙
    • 其他
  • 亞太地區
    • 日本
    • 中國
    • 印度
    • 澳大利亞
    • 新西蘭
    • 韓國
    • 其他
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 其他
  • 中東/非洲
    • 沙特阿拉伯
    • 阿拉伯聯合酋長國
    • 卡塔爾
    • 南非
    • 其他

第13章主要進展

  • 合同,聯盟,合作,合資
  • 收購與合併
  • 推出新產品
  • 擴展名
  • 其他主要策略

第14章公司簡介

  • 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
目錄

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

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.