Artificial Neural Network Market
Artificial Neural Network - Global Market Outlook (2019-2027)
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
• 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
o US
o Canada
o Mexico
• Europe
o Germany
o France
o Italy
o UK
o Spain
o Rest of Europe
• Asia Pacific
o Japan
o China
o India
o Australia
o New Zealand
o Rest of Asia Pacific
• South America
o Argentina
o Brazil
o Chile
o Rest of South America
• Middle East & Africa
o Saudi Arabia
o UAE
o Qatar
o South Africa
o 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
o Comprehensive profiling of additional market players (up to 3)
o SWOT Analysis of key players (up to 3)
• Regional Segmentation
o Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
• Competitive Benchmarking
o 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 Image Analysis and Interpretation
7.11 Clinical Diagnosis and Prognostics
7.12 Bioelectric Signal Analysis and Interpretation
7.13 Function Approximation
7.14 Other Applications
7.15.1 Drug Discovery
7.16.2 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
1 Global Artificial Neural Network Market Outlook, By Region (2018-2027) ($MN)
2 Global Artificial Neural Network Market Outlook, By Deployment Mode (2018-2027) ($MN)
3 Global Artificial Neural Network Market Outlook, By Cloud (2018-2027) ($MN)
4 Global Artificial Neural Network Market Outlook, By On-premises (2018-2027) ($MN)
5 Global Artificial Neural Network Market Outlook, By Component (2018-2027) ($MN)
6 Global Artificial Neural Network Market Outlook, By Platform/API (2018-2027) ($MN)
7 Global Artificial Neural Network Market Outlook, By Services (2018-2027) ($MN)
8 Global Artificial Neural Network Market Outlook, By Professional Services (2018-2027) ($MN)
9 Global Artificial Neural Network Market Outlook, By Managed Services (2018-2027) ($MN)
10 Global Artificial Neural Network Market Outlook, By Solutions (2018-2027) ($MN)
11 Global Artificial Neural Network Market Outlook, By Software (2018-2027) ($MN)
12 Global Artificial Neural Network Market Outlook, By Application (2018-2027) ($MN)
13 Global Artificial Neural Network Market Outlook, By Data Mining (2018-2027) ($MN)
14 Global Artificial Neural Network Market Outlook, By Image Recognition (2018-2027) ($MN)
15 Global Artificial Neural Network Market Outlook, By Signal Recognition (2018-2027) ($MN)
16 Global Artificial Neural Network Market Outlook, By Classifications (2018-2027) ($MN)
17 Global Artificial Neural Network Market Outlook, By Pattern Matching (2018-2027) ($MN)
18 Global Artificial Neural Network Market Outlook, By Optimization (2018-2027) ($MN)
19 Global Artificial Neural Network Market Outlook, By Pattern Completion (2018-2027) ($MN)
20 Global Artificial Neural Network Market Outlook, By Time Series Modeling (2018-2027) ($MN)
21 Global Artificial Neural Network Market Outlook, By Data Mining (2018-2027) ($MN)
22 Global Artificial Neural Network Market Outlook, By Image Analysis and Interpretation (2018-2027) ($MN)
23 Global Artificial Neural Network Market Outlook, By Clinical Diagnosis and Prognostics (2018-2027) ($MN)
24 Global Artificial Neural Network Market Outlook, By Bioelectric Signal Analysis and Interpretation (2018-2027) ($MN)
25 Global Artificial Neural Network Market Outlook, By Function Approximation (2018-2027) ($MN)
26 Global Artificial Neural Network Market Outlook, By Other Applications (2018-2027) ($MN)
27 Global Artificial Neural Network Market Outlook, By Drug Discovery (2018-2027) ($MN)
28 Global Artificial Neural Network Market Outlook, By Recommender System (2018-2027) ($MN)
29 Global Artificial Neural Network Market Outlook, By End User (2018-2027) ($MN)
30 Global Artificial Neural Network Market Outlook, By Government and Defense (2018-2027) ($MN)
31 Global Artificial Neural Network Market Outlook, By Transportation and Logistics (2018-2027) ($MN)
32 Global Artificial Neural Network Market Outlook, By Banking, Financial Services, and Insurance (BFSI) (2018-2027) ($MN)
33 Global Artificial Neural Network Market Outlook, By Retail and eCommerce (2018-2027) ($MN)
34 Global Artificial Neural Network Market Outlook, By Healthcare and Life Sciences (2018-2027) ($MN)
35 Global Artificial Neural Network Market Outlook, By Manufacturing (2018-2027) ($MN)
36 Global Artificial Neural Network Market Outlook, By Telecommunication and Information Technology (IT) (2018-2027) ($MN)
37 Global Artificial Neural Network Market Outlook, By Marketing (2018-2027) ($MN)
38 Global Artificial Neural Network Market Outlook, By Public Sector (2018-2027) ($MN)
39 Global Artificial Neural Network Market Outlook, By Energy and Utilities (2018-2027) ($MN)
40 Global Artificial Neural Network Market Outlook, By Other End Users (2018-2027) ($MN)
41 Global Artificial Neural Network Market Outlook, By Travel and Hospitality (2018-2027) ($MN)
42 Global Artificial Neural Network Market Outlook, By Media and Entertainment (2018-2027) ($MN)
43 Global Artificial Neural Network Market Outlook, By Education (2018-2027) ($MN)
44 Global Artificial Neural Network Market Outlook, By Organization Size (2018-2027) ($MN)
45 Global Artificial Neural Network Market Outlook, By Large Enterprises (2018-2027) ($MN)
46 Global Artificial Neural Network Market Outlook, By Small and Medium-Sized Enterprises (2018-2027) ($MN)
47 Global Artificial Neural Network Market Outlook, By Architecture (2018-2027) ($MN)
48 Global Artificial Neural Network Market Outlook, By Feedback Networks (2018-2027) ($MN)
49 Global Artificial Neural Network Market Outlook, By Lateral Networks (2018-2027) ($MN)
50 Global Artificial Neural Network Market Outlook, By Feed Forward Networks (2018-2027) ($MN)
51 Global Artificial Neural Network Market Outlook, By Type (2018-2027) ($MN)
52 Global Artificial Neural Network Market Outlook, By Multi-layer Feed Forward Neural Network (2018-2027) ($MN)
53 Global Artificial Neural Network Market Outlook, By Self-organizing Neural Network (2018-2027) ($MN)
54 Global Artificial Neural Network Market Outlook, By Single-layer Neural Network (2018-2027) ($MN)
55 Global Artificial Neural Network Market Outlook, By Temporal Neural Network (2018-2027) ($MN)
Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.
List of Figures
RESEARCH METHODOLOGY
We at ‘Stratistics’ opt for an extensive research approach which involves data mining, data validation, and data analysis. The various research sources include in-house repository, secondary research, competitor’s sources, social media research, client internal data, and primary research.
Our team of analysts prefers the most reliable and authenticated data sources in order to perform the comprehensive literature search. With access to most of the authenticated data bases our team highly considers the best mix of information through various sources to obtain extensive and accurate analysis.
Each report takes an average time of a month and a team of 4 industry analysts. The time may vary depending on the scope and data availability of the desired market report. The various parameters used in the market assessment are standardized in order to enhance the data accuracy.
Data Mining
The data is collected from several authenticated, reliable, paid and unpaid sources and is filtered depending on the scope & objective of the research. Our reports repository acts as an added advantage in this procedure. Data gathering from the raw material suppliers, distributors and the manufacturers is performed on a regular basis, this helps in the comprehensive understanding of the products value chain. Apart from the above mentioned sources the data is also collected from the industry consultants to ensure the objective of the study is in the right direction.
Market trends such as technological advancements, regulatory affairs, market dynamics (Drivers, Restraints, Opportunities and Challenges) are obtained from scientific journals, market related national & international associations and organizations.
Data Analysis
From the data that is collected depending on the scope & objective of the research the data is subjected for the analysis. The critical steps that we follow for the data analysis include:
- Product Lifecycle Analysis
- Competitor analysis
- Risk analysis
- Porters Analysis
- PESTEL Analysis
- SWOT Analysis
The data engineering is performed by the core industry experts considering both the Marketing Mix Modeling and the Demand Forecasting. The marketing mix modeling makes use of multiple-regression techniques to predict the optimal mix of marketing variables. Regression factor is based on a number of variables and how they relate to an outcome such as sales or profits.
Data Validation
The data validation is performed by the exhaustive primary research from the expert interviews. This includes telephonic interviews, focus groups, face to face interviews, and questionnaires to validate our research from all aspects. The industry experts we approach come from the leading firms, involved in the supply chain ranging from the suppliers, distributors to the manufacturers and consumers so as to ensure an unbiased analysis.
We are in touch with more than 15,000 industry experts with the right mix of consultants, CEO's, presidents, vice presidents, managers, experts from both supply side and demand side, executives and so on.
The data validation involves the primary research from the industry experts belonging to:
- Leading Companies
- Suppliers & Distributors
- Manufacturers
- Consumers
- Industry/Strategic Consultants
Apart from the data validation the primary research also helps in performing the fill gap research, i.e. providing solutions for the unmet needs of the research which helps in enhancing the reports quality.
For more details about research methodology, kindly write to us at info@strategymrc.com
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