Table of Content

1 INTRODUCTION 18
1.1 OBJECTIVES OF THE STUDY 18
1.2 MARKET DEFINITION 18
1.3 MARKET SCOPE 19
1.4 YEARS CONSIDERED FOR THE STUDY 20
1.5 CURRENCY CONSIDERED 21
1.6 STAKEHOLDERS 21

2 RESEARCH METHODOLOGY 22
2.1 RESEARCH DATA 22
2.1.1 SECONDARY DATA 23
2.1.2 PRIMARY DATA 23
2.1.2.1 Breakup of primary profiles 24
2.1.2.2 Key industry insights 24
2.2 MARKET BREAKUP AND DATA TRIANGULATION 25
2.3 MARKET SIZE ESTIMATION 25
2.3.1 TOP-DOWN APPROACH 26
2.3.2 BOTTOM-UP APPROACH 26
2.4 MARKET FORECAST 27
2.5 COMPETITIVE LEADERSHIP MAPPING RESEARCH METHODOLOGY 27
2.5.1 VENDOR INCLUSION CRITERIA 28
2.6 ASSUMPTIONS FOR THE STUDY 29
2.7 LIMITATIONS OF THE STUDY 29

3 EXECUTIVE SUMMARY 30

4 PREMIUM INSIGHTS 34
4.1 ATTRACTIVE OPPORTUNITIES IN THE ARTIFICIAL NEURAL NETWORK MARKET 34
4.2 ARTIFICIAL NEURAL NETWORK MARKET SHARE, BY REGION 35
4.3 ARTIFICIAL NEURAL NETWORK MARKET, BY INDUSTRY VERTICAL AND REGION 36
4.4 BEST MARKET TO INVEST, BY REGION, 2019 36

5 MARKET OVERVIEW AND INDUSTRY TRENDS 37
5.1 INTRODUCTION 37
5.2 MARKET DYNAMICS 37
5.2.1 DRIVERS 38
5.2.1.1 Enhanced processing power, learning ability, and speed of neural networks to drive the growth of the market 38
5.2.1.2 Increasing demand to detect complex nonlinear relationships between variables and recognize patterns in big data 38
5.2.1.3 Demand to train large volumes of data sets with low supervision to drive the market 38
5.2.2 RESTRAINTS 39
5.2.2.1 Difficulty in tracking the outcomes of in-process stages 39
5.2.3 OPPORTUNITIES 39
5.2.3.1 Increasing use of ANN in IoT and data analytics 39
5.2.4 CHALLENGES 39
5.2.4.1 Extrapolation issues in ANN being a drawback to the market 39
5.3 REGULATORY IMPLICATIONS 40
5.3.1 GENERAL DATA PROTECTION REGULATION 40
5.3.2 HEALTH INSURANCE PORTABILITY AND ACCOUNTABILITY ACT 40
5.4 EXPECTED APPLICATIONS OF ANN-INTEGRATED SYSTEMS 40
5.4.1 DATA MINING AND ARCHIVING 40
5.4.2 ANALYTICAL SOFTWARE 41
5.4.3 OPTIMIZATION SOFTWARE 41
5.4.4 VISUALIZATION SOFTWARE 41
5.5 ECOSYSTEM OF ARTIFICIAL NEURAL NETWORK 41
5.6 TYPES OF ARTIFICIAL NEURAL NETWORK 42
5.6.1 RECURRENT NEURAL NETWORK 42
5.6.2 CONVOLUTIONAL NEURAL NETWORK 42
5.6.3 FEEDFORWARD NEURAL NETWORK 43

6 ARTIFICIAL NEURAL NETWORK MARKET, BY COMPONENT 44
6.1 INTRODUCTION 45
6.2 SOLUTION 46
6.2.1 OPEN-SOURCE SOFTWARE SOLUTION TO DRIVE THE ADOPTION OF ARTIFICIAL NEURAL NETWORK IN RESEARCH, FORECASTING/PREDICTION, AND VISUALIZATIONS AREAS 46
6.3 PLATFORM/API 46
6.3.1 AVAILABILITY OF FLEXIBLE APIS TO DRIVE THE ADOPTION OF ARTIFICIAL NEURAL NETWORK IN DIFFERENT INDUSTRIES 46
6.4 SERVICES 47
6.4.1 MANAGED SERVICES 48
6.4.1.1 Increasing need for monitoring and maintaining tool operations and reducing overhead costs to drive the growth of managed services in the market 48
6.4.2 PROFESSIONAL SERVICES 49
6.4.2.1 Consulting 50
6.4.2.1.1 Technicalities involved in implementing artificial neural network tools and services to boost the growth of consulting services 50
6.4.2.2 Deployment and integration 50
6.4.2.2.1 Growing need to overcome system-related issues effectively to drive the growth of deployment and integration services 50
6.4.2.3 Support and maintenance 51
6.4.2.3.1 Growing deployment of artificial neural network software to drive the demand for support and maintenance services 51

7 ARTIFICIAL NEURAL NETWORK MARKET, BY APPLICATION 53
7.1 INTRODUCTION 54
7.2 IMAGE RECOGNITION 55
7.2.1 RISING NEED FOR EFFICIENT TECHNIQUES TO PROCESS AND CATEGORIZE OBJECTS IN VARIETY OF FIELDS TO DRIVE THE GROWTH OF THE IMAGE RECOGNITION SEGMENT 55
7.3 SIGNAL RECOGNITION 56
7.3.1 CLASSIFICATION AND FEATURE EXTRACTION ALGORITHM TO FUEL THE GROWTH OF THE SIGNAL RECOGNITION APPLICATION IN THE MARKET 56
7.4 DATA MINING 56
7.4.1 DEMAND FOR PREDICTIVE ANALYTICS TO FUEL THE GROWTH OF DATA MINING APPLICATION IN THE MARKET 56
7.5 OTHERS 57

8 ARTIFICIAL NEURAL NETWORK MARKET, BY DEPLOYMENT MODE 59
8.1 INTRODUCTION 60
8.2 CLOUD 61
8.2.1 COST-EFFECTIVENESS AND SCALABILITY OF CLOUD DEPLOYMENT MODE TO BOOST THE GROWTH OF THIS SEGMENT 61
8.3 ON-PREMISES 61
8.3.1 DATA-SENSITIVE ORGANIZATIONS PREFER THE ON-PREMISES DEPLOYMENT MODE FOR ARTIFICIAL NEURAL NETWORK SOFTWARE 61

9 ARTIFICIAL NEURAL NETWORK MARKET, BY ORGANIZATION SIZE 63
9.1 INTRODUCTION 64
9.2 SMALL AND MEDIUM-SIZED ENTERPRISES 65
9.2.1 NEED FOR VIABLE CLOUD-BASED COST-EFFECTIVE SOLUTIONS TO DRIVE THE ADOPTION OF ARTIFICIAL NEURAL NETWORK IN SMALL AND MEDIUM-SIZED ENTERPRISES 65
9.3 LARGE ENTERPRISES 66
9.3.1 INCREASING ADOPTION OF ADVANCED TECHNOLOGIES TO DRIVE THE ADOPTION OF ARTIFICIAL NEURAL NETWORK IN LARGE ENTERPRISES 66

10 ARTIFICIAL NEURAL NETWORK MARKET, BY INDUSTRY VERTICAL 67
10.1 INTRODUCTION 68
10.2 BANKING, FINANCIAL SERVICES AND INSURANCE 69
10.2.1 GROWING FOCUS ON FINANCIAL STANDARDS AND COMPLIANCE WITH REGULATIONS TO DRIVE THE ARTIFICIAL NEURAL NETWORK MARKET 69
10.3 RETAIL AND ECOMMERCE 70
10.3.1 GROWING DEMAND TO IDENTIFY CUSTOMER BEHAVIOR IN REAL TIME TO FUEL THE GROWTH OF THE RETAIL AND ECOMMERCE INDUSTRY VERTICAL 70
10.4 TELECOMMUNICATIONS AND IT 71
10.4.1 INCREASING DEMAND TO PROVIDE IMPROVED SERVICES FOR A GROWING CUSTOMER BASE TO BOOST THE ADOPTION OF THE ARTIFICIAL NEURAL NETWORK MARKET 71
10.5 HEALTHCARE AND LIFE SCIENCES 71
10.5.1 GROWING DEMAND TO ACHIEVE BETTER PATIENT EXPERIENCE AND PERSONALIZED TREATMENT IN REAL TIME TO FUEL THE GROWTH OF THE HEALTHCARE AND LIFE SCIENCES INDUSTRY VERTICAL 71
10.6 MANUFACTURING 72
10.6.1 GROWING NEED TO EXTEND THE LIFESPAN OF FACTORY EQUIPMENT AND REDUCE THE RISK OF PRODUCTION DELAYS TO FUEL THE GROWTH OF THE ARTIFICIAL NEURAL NETWORK APPLICATION IN THE MANUFACTURING INDUSTRY VERTICAL 72
10.7 TRANSPORTATION AND LOGISTICS 73
10.7.1 DEMAND TO REDUCE COST AND MANAGEMENT OF THE OVERALL SUPPLY CHAIN FLOW TO DRIVE THE GROWTH OF THE MARKET 73
10.8 GOVERNMENT AND DEFENSE 74
10.8.1 GROWING DEMAND FOR ENHANCED DATA SECURITY AND ADVANCED INTELLIGENCE TO DRIVE THE ARTIFICIAL NEURAL NETWORK MARKET 74
10.9 OTHERS 75

11 ARTIFICIAL NEURAL NETWORK MARKET, BY REGION 77
11.1 INTRODUCTION 78
11.2 NORTH AMERICA 80
11.2.1 UNITED STATES 85
11.2.1.1 Government’s focus on innovation and research to fuel the adoption of artificial neural network software in the United States 85
11.2.2 CANADA 86
11.2.2.1 Increase in investments and research activities to drive artificial neural network software and services adoption in Canada 86
11.3 EUROPE 86
11.3.1 UNITED KINGDOM 90
11.3.1.1 Government focus on innovation and research to fuel the adoption of artificial neural network software in the United Kingdom 90
11.3.2 GERMANY 91
11.3.2.1 Growing investments by tech-giants to provide opportunities for the development of artificial neural network software 91
11.3.3 FRANCE 91
11.3.3.1 Focus on R&D and heavy inflow of capital from global players and investors to drive the artificial neural network market growth in France 91
11.3.4 ITALY 92
11.3.4.1 Government initiatives to increase the adoption of artificial neural network in manufacturing and finance sector to help market growth 92
11.3.5 SPAIN 93
11.3.5.1 Government smart city initiatives contributing to the growth of the artificial neural network market in Spain 93
11.3.6 REST OF EUROPE 93
11.4 ASIA PACIFIC 94
11.4.1 CHINA 99
11.4.1.1 Increasing focus on integrating artificial intelligence and deep learning technologies to drive the adoption of artificial neural network software in China 99
11.4.2 JAPAN 100
11.4.2.1 Existing market and already adopted technology to boost the artificial neural network market in Japan 100
11.4.3 SOUTH KOREA 101
11.4.3.1 Government initiatives and support toward the adoption of artificial intelligence to drive the market growth 101
11.4.4 INDIA 101
11.4.4.1 Advent of neural network startups in India to drive the growth of the market 101
11.4.5 AUSTRALIA AND NEW ZEALAND 102
11.4.5.1 Growth in infrastructure developments and the adoption of connected devices to drive the artificial neural network market 102
11.4.6 REST OF ASIA PACIFIC 103
11.5 MIDDLE EAST AND AFRICA 103
11.5.1 MIDDLE EAST 107
11.5.1.1 Advanced analytics coupled with AI adoption to drive the artificial neural network market in the United Arab Emirates 107
11.5.2 AFRICA 108
11.5.2.1 Transformation in the overall infrastructure industry to boost the adoption of artificial neural network tools in South Africa 108
11.6 LATIN AMERICA 108
11.6.1 BRAZIL 112
11.6.1.1 Investments by multinational companies to drive the market growth in Brazil 112
11.6.2 MEXICO 113
11.6.2.1 Government initiatives and increasing demand for artificial neural network software and services to trigger the market growth in Mexico 113
11.6.3 REST OF LATIN AMERICA 113

12 COMPETITIVE LANDSCAPE 115
12.1 COMPETITIVE LEADERSHIP MAPPING OVERVIEW 115
12.1.1 VISIONARY LEADERS 115
12.1.2 INNOVATORS 115
12.1.3 DYNAMIC DIFFERENTIATORS 115
12.1.4 EMERGING COMPANIES 115
12.2 COMPETITIVE BENCHMARKING 117
12.2.1 BUSINESS STRATEGY EXCELLENCE OF MAJOR PLAYERS IN THE ARTIFICIAL NEURAL NETWORK MARKET 117
12.2.2 STRENGTH OF SOLUTION OFFERINGS OF MAJOR PLAYERS IN THE ARTIFICIAL NEURAL NETWORK MARKET 118
12.3 RANKING OF PLAYERS, 2019 118

13 COMPANY PROFILES 119
13.1 INTRODUCTION 119
(Business Overview, Products & Solutions, Key Insights, Recent Developments, SWOT Analysis, MnM View)*
13.2 GOOGLE 119
13.3 IBM 123
13.4 MICROSOFT 127
13.5 ORACLE 130
13.6 INTEL 133
13.7 QUALCOMM 135
13.8 ALYUDA 137
13.9 WARD SYSTEMS 139
13.10 GMDH, LLC 141
13.11 STARMIND 142
13.12 NEURALWARE 143
13.13 NEURALA 144
13.14 CLARIFAI 144
*Details on Business Overview, Products & Solutions, Key Insights, Recent Developments, SWOT Analysis, MnM View might not be captured in case of unlisted companies.

14 APPENDIX 145
14.1 KNOWLEDGE STORE 150
14.2 AVAILABLE CUSTOMIZATIONS 152
14.3 RELATED REPORTS 152
14.4 AUTHOR DETAILS 153



List of Figures



FIGURE 1 ARTIFICIAL NEURAL NETWORK MARKET: MARKET SEGMENTATION 19
FIGURE 2 REGIONAL SCOPE 20
FIGURE 3 ARTIFICIAL NEURAL NETWORK MARKET: RESEARCH DESIGN 22
FIGURE 4 BREAKUP OF PRIMARY INTERVIEWS: BY COMPANY, DESIGNATION, AND REGION 24
FIGURE 5 ANN MARKET: TOP-DOWN AND BOTTOM-UP APPROACHES 26
FIGURE 6 GLOBAL ARTIFICIAL NEURAL NETWORK MARKET TO WITNESS SIGNIFICANT GROWTH DURING THE FORECAST PERIOD 31
FIGURE 7 ARTIFICIAL NEURAL NETWORK MARKET SNAPSHOT, BY COMPONENT
(2019 VS. 2024) 32
FIGURE 8 ARTIFICIAL NEURAL NETWORK MARKET SNAPSHOT, BY SERVICE (2019 VS. 2024) 32
FIGURE 9 ARTIFICIAL NEURAL NETWORK MARKET SNAPSHOT, BY DEPLOYMENT MODE (2019 VS. 2024) 32
FIGURE 10 ARTIFICIAL NEURAL NETWORK MARKET SNAPSHOT, BY ORGANIZATION SIZE
(2019 VS. 2024) 33
FIGURE 11 ARTIFICIAL NEURAL NETWORK MARKET SNAPSHOT, BY INDUSTRY VERTICAL
(2019 VS 2024) 33
FIGURE 12 LEARNING ABILITY, AND SPEED OF NEURAL NETWORK TO DRIVE THE GROWTH OF THE ARTIFICIAL NEURAL NETWORK MARKET 34
FIGURE 13 NORTH AMERICA TO HAVE THE HIGHEST MARKET SHARE IN 2019 35
FIGURE 14 BANKING, FINANCIAL SERVICES, AND INSURANCE INDUSTRY VERTICAL AND NORTH AMERICA TO HAVE THE HIGHEST MARKET SHARES IN 2019 36
FIGURE 15 ASIA PACIFIC TO BE THE BEST MARKET TO INVEST IN 2019 36
FIGURE 16 DRIVERS, RESTRAINTS, OPPORTUNITIES, AND CHALLENGES: ARTIFICIAL NEURAL NETWORK MARKET 37
FIGURE 17 NEURAL NETWORK SOFTWARE ECOSYSTEM 42
FIGURE 18 SOLUTION SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 45
FIGURE 19 MANAGED SERVICES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 47
FIGURE 20 CONSULTING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD 49
FIGURE 21 DATA MINING SEGMENT TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 54
FIGURE 22 CLOUD SEGMENT TO WITNESS A HIGHER CAGR DURING THE FORECAST PERIOD 60
FIGURE 23 SMALL AND MEDIUM-SIZED ENTERPRISES SEGMENT TO GROW AT A HIGHER CAGR DURING THE FORECAST PERIOD 64
FIGURE 24 MANUFACTURING INDUSTRY VERTICAL TO WITNESS THE HIGHEST CAGR DURING THE FORECAST PERIOD 68
FIGURE 25 NORTH AMERICA TO ACCOUNT FOR THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 78
FIGURE 26 ASIA PACIFIC TO ACCOUNT FOR THE HIGHEST CAGR DURING THE FORECAST PERIOD 79
FIGURE 27 NORTH AMERICA: MARKET SNAPSHOT 81
FIGURE 28 IMAGE RECOGNITION SEGMENT TO CONSOLIDATE THE LARGEST MARKET SIZE DURING THE FORECAST PERIOD 82
FIGURE 29 DATA MINING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN EUROPE 87
FIGURE 30 ASIA PACIFIC: MARKET SNAPSHOT 95
FIGURE 31 DATA MINING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN ASIA PACIFIC 96
FIGURE 32 DATA MINING SEGMENT TO GROW AT THE HIGHEST CAGR DURING THE FORECAST PERIOD IN THE MIDDLE EAST AND AFRICA 104
FIGURE 33 DATA MINING SEGMENT TO GROW AT THE HIGHEST CAGR DURING FORECAST PERIOD IN LATIN AMERICA 109
FIGURE 34 ARTIFICIAL NEURAL NETWORK MARKET (GLOBAL) COMPETITIVE LEADERSHIP MAPPING, 2019 116
FIGURE 35 RANKING OF KEY PLAYERS IN THE ARTIFICIAL NEURAL NETWORK MARKET, 2019 118
FIGURE 36 GOOGLE: COMPANY SNAPSHOT 120
FIGURE 37 SWOT ANALYSIS: GOOGLE 121
FIGURE 38 IBM: COMPANY SNAPSHOT 123
FIGURE 39 SWOT ANALYSIS: IBM 125
FIGURE 40 MICROSOFT: COMPANY SNAPSHOT 127
FIGURE 41 SWOT ANALYSIS: MICROSOFT 129
FIGURE 42 ORACLE: COMPANY SNAPSHOT 130
FIGURE 43 SWOT ANALYSIS: ORACLE 131
FIGURE 44 INTEL: COMPANY SNAPSHOT 133
FIGURE 45 QUALCOMM: COMPANY SNAPSHOT 135

 

List of Tables



TABLE 1 INCLUSIONS AND EXCLUSIONS 18
TABLE 2 MAJOR SECONDARY SOURCES 23
TABLE 3 FACTOR ANALYSIS 27
TABLE 4 EVALUATION CRITERIA 28
TABLE 5 ARTIFICIAL NEURAL NETWORK MARKET SIZE AND GROWTH RATE 2017–2024 (USD THOUSAND, Y-O-Y %) 31
TABLE 6 WORLDWIDE DATA VOLUME GROWTH (IN ZETTABYTES) 38
TABLE 7 IOT INSTALLED BASE (IN BILLION UNITS) 39
TABLE 8 ARTIFICIAL NEURAL NETWORK MARKET: DIFFERENT COMPONENT PROVIDERS 41
TABLE 9 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 45
TABLE 10 SOLUTION: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 46
TABLE 11 PLATFORM/API: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 47
TABLE 12 SERVICES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY TYPE 2017–2024 (USD THOUSAND) 48
TABLE 13 MANAGED SERVICES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 48
TABLE 14 PROFESSIONAL SERVICES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY TYPE, 2017–2024 (USD THOUSAND) 49
TABLE 15 CONSULTING: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 50
TABLE 16 DEPLOYMENT AND INTEGRATION: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 51
TABLE 17 SUPPORT AND MAINTENANCE: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 52
TABLE 18 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY APPLICATION 2017–2024 (USD THOUSAND) 54
TABLE 19 IMAGE RECOGNITION: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 55
TABLE 20 SIGNAL RECOGNITION: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 56
TABLE 21 DATA MINING: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 57
TABLE 22 OTHER APPLICATIONS: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 58
TABLE 23 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY DEPLOYMENT MODE 2017–2024 (USD THOUSAND) 60
TABLE 24 CLOUD: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 61
TABLE 25 ON-PREMISES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 62
TABLE 26 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY ORGANIZATION SIZE 2017–2024 (USD THOUSAND) 64
TABLE 27 SMALL AND MEDIUM-SIZED ENTERPRISES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 65
TABLE 28 LARGE ENTERPRISES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 66
TABLE 29 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY INDUSTRY VERTICAL 2017–2024 (USD THOUSAND) 68
TABLE 30 BANKING, FINANCIAL SERVICES AND INSURANCE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 69
TABLE 31 RETAIL AND ECOMMERCE: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 70
TABLE 32 TELECOMMUNICATIONS AND IT: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 71
TABLE 33 HEALTHCARE AND LIFE SCIENCES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 72
TABLE 34 MANUFACTURING: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 73
TABLE 35 TRANSPORTATION AND LOGISTICS: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION, 2017–2024 (USD THOUSAND) 74
TABLE 36 GOVERNMENT AND DEFENSE: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 75
TABLE 37 OTHER INDUSTRY VERTICALS: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY REGION, 2017–2024 (USD THOUSAND) 76
TABLE 38 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY REGION 2017–2024 (USD THOUSAND) 79
TABLE 39 ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COUNTRY 2017–2024 (USD THOUSAND) 80
TABLE 40 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 82
TABLE 41 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY SERVICE, 2017–2024 (USD THOUSAND) 82
TABLE 42 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY PROFESSIONAL SERVICE, 2017–2024 (USD THOUSAND) 83
TABLE 43 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY APPLICATION, 2017–2024 (USD THOUSAND) 83
TABLE 44 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD THOUSAND) 83
TABLE 45 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD THOUSAND) 84
TABLE 46 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD THOUSAND) 84
TABLE 47 NORTH AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COUNTRY, 2017–2024 (USD THOUSAND) 85
TABLE 48 UNITED STATES: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 85
TABLE 49 CANADA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 86
TABLE 50 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 87
TABLE 51 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY SERVICE 2017–2024 (USD THOUSAND) 87
TABLE 52 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY PROFESSIONAL SERVICE, 2017–2024 (USD THOUSAND) 88
TABLE 53 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY APPLICATION 2017–2024 (USD THOUSAND) 88
TABLE 54 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD THOUSAND) 88
TABLE 55 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD THOUSAND) 89
TABLE 56 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD THOUSAND) 89
TABLE 57 EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COUNTRY 2017–2024 (USD THOUSAND) 90
TABLE 58 UNITED KINGDOM: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 90
TABLE 59 GERMANY: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 91
TABLE 60 FRANCE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 92
TABLE 61 ITALY: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 92
TABLE 62 SPAIN: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 93
TABLE 63 REST OF EUROPE: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 94
TABLE 64 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 96
TABLE 65 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY SERVICE 2017–2024 (USD THOUSAND) 96
TABLE 66 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY PROFESSIONAL SERVICE, 2017–2024 (USD THOUSAND) 97
TABLE 67 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY APPLICATION, 2017–2024 (USD THOUSAND) 97
TABLE 68 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD THOUSAND) 97
TABLE 69 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD THOUSAND) 98
TABLE 70 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD THOUSAND) 98
TABLE 71 ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COUNTRY 2017–2024 (USD THOUSAND) 99
TABLE 72 CHINA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 100
TABLE 73 JAPAN: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 100
TABLE 74 SOUTH KOREA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 101
TABLE 75 INDIA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 102
TABLE 76 AUSTRALIA AND NEW ZEALAND: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY COMPONENT, 2017–2024 (USD THOUSAND) 102
TABLE 77 REST OF ASIA PACIFIC: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY COMPONENT, 2017–2024 (USD THOUSAND) 103
TABLE 78 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY COMPONENT, 2017–2024 (USD THOUSAND) 104
TABLE 79 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY SERVICE, 2017–2024 (USD THOUSAND) 104
TABLE 80 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY PROFESSIONAL SERVICE, 2017–2024 (USD THOUSAND) 105
TABLE 81 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY APPLICATION, 2017–2024 (USD THOUSAND) 105
TABLE 82 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY DEPLOYMENT MODE, 2017–2024 (USD THOUSAND) 105
TABLE 83 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY ORGANIZATION SIZE, 2017–2024 (USD THOUSAND) 106
TABLE 84 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY INDUSTRY VERTICAL, 2017–2024 (USD THOUSAND) 106
TABLE 85 MIDDLE EAST AND AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY COUNTRY, 2017–2024 (USD THOUSAND) 107
TABLE 86 MIDDLE EAST: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 107
TABLE 87 AFRICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 108
TABLE 88 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT, 2017–2024 (USD THOUSAND) 109
TABLE 89 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY SERVICE 2017–2024 (USD THOUSAND) 109
TABLE 90 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY PROFESSIONAL SERVICE, 2017–2024 (USD THOUSAND) 110
TABLE 91 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY APPLICATION, 2017–2024 (USD THOUSAND) 110
TABLE 92 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY DEPLOYMENT MODE, 2017–2024 (USD THOUSAND) 110
TABLE 93 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY ORGANIZATION SIZE, 2017–2024 (USD THOUSAND) 111
TABLE 94 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY INDUSTRY VERTICAL, 2017–2024 (USD THOUSAND) 111
TABLE 95 LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COUNTRY, 2017–2024 (USD THOUSAND) 112
TABLE 96 BRAZIL: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 112
TABLE 97 MEXICO: ARTIFICIAL NEURAL NETWORK MARKET SIZE, BY COMPONENT 2017–2024 (USD THOUSAND) 113
TABLE 98 REST OF LATIN AMERICA: ARTIFICIAL NEURAL NETWORK MARKET SIZE BY COMPONENT, 2017–2024 (USD THOUSAND) 114
TABLE 99 NEURALA: COMPANY SNAPSHOT 144
TABLE 100 CLARIFAI: COMPANY SNAPSHOT 144