Market Size of Neural Network Software Industry
Study Period | 2021 - 2029 |
Base Year For Estimation | 2023 |
CAGR | 35.20 % |
Fastest Growing Market | Asia Pacific |
Largest Market | North America |
Market Concentration | High |
Major Players*Disclaimer: Major Players sorted in no particular order |
Neural Network Software Market Analysis
The Neural Network Software Market is expected to register a CAGR of 35.2% during the forecast period.
- The artificial neural network was completely neglected in the early stage of artificial intelligence development. Gradually recognized and became a large-scale algorithm leading the artificial intelligence (AI_ development trend.
- The adoption of IoT and connected devices generate vast structure and unstructured data available to the companies, which is tedious to process. Still, the emerging analytical tools covered the gap and drove the demand for the neural network software market.
- Moreover, in the analytics field, the trend towards predictive and prescriptive analytics passing over descriptive analytics is driving the growth of the neural network software market. The trend is booming as the neural network software offers complete customization according to the application.
- The increasing industrial automation across the sectors globally is boosting the development of machine learning and its applications in almost all industries. However, due to the lack of global expertise, slow adaptation to operational challenges restricts the market growth.
- However, the global market for neural network software is increasing. Many challenges are standing in the way of advancement. Explaining clever movement patterns, lesson synchronization, and delayed technology use are typical examples of these obstacles. Additionally, only some have access to smart devices that could force them to participate, learn, and adjust in real time.
- The market for neural network software is increasing globally. The ability of the sector to grow further depends on numerous factors. These possibilities include expanding artificial intelligence and enhancing the brain's capacity to learn and recognize patterns and synchronize with intelligent behaviors. The newest technology, like smart devices, has many different uses. These are the opportunities that encourage growth.
- Due to the widespread use of lockdowns in numerous nations worldwide to stop the spread of the virus, the COVID-19 outbreak significantly impacted the neural network market growth during the initial stages of the pandemic. However, with the increase in demand for geographical data and analytical tools and various cloud-based & prediction solutions, the neural network sector is anticipated to recover post-pandemic.
Neural Network Software Industry Segmentation
A combination of software and hardware known as "neural network software" (NNS) is modeled after neurons similar to the human brain. Artificial neural networks (ANNs), a collection of software concepts derived from biological brain networks, can be modeled, researched, and used with the aid of NNS. Sometimes, the term "neural network" refers to an ANN created utilizing several deep learning techniques.
The neural network software market is segmented by application (fraud detection, hardware diagnostics, portfolio management), end-user vertical (BFSI, healthcare, retail, defense agencies), and geography (North America (United States, Canada), Europe (Germany, UK, France, and Rest of Europe), Asia Pacific (South Korea, China, Australia, and Rest of Asia-Pacific), and Rest of the World).
The market sizes and forecasts are provided in terms of value (USD million) for all the above segments.
By Application | |
Fraud Detection | |
Hardware Diagnostics | |
Financial Forecasting | |
Image Optimization | |
Other Applications |
By End-user Vertical | |
BFSI | |
Healthcare | |
Retail | |
Defense Agencies | |
Media | |
Logistics | |
Other End-user Verticals |
Geography | ||||||
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Rest of the World |
Neural Network Software Market Size Summary
The neural network software market is experiencing significant growth, driven by the increasing adoption of artificial intelligence and the need to process vast amounts of structured and unstructured data generated by IoT and connected devices. As industries move towards predictive and prescriptive analytics, the demand for neural network software is rising due to its ability to offer complete customization for various applications. Despite challenges such as slow adaptation to operational challenges and limited access to smart devices, the market is expanding globally. The COVID-19 pandemic initially impacted market growth, but the demand for geographical data and analytical tools is expected to drive recovery in the post-pandemic period.
North America leads the development of the neural network software market, with substantial investments in research and development across sectors like BFSI, Defense, Healthcare, and Logistics. The region's early adoption of cutting-edge technologies and focus on process optimization further boosts market opportunities. Key players such as Intel, Nvidia, and IBM dominate the market, with ongoing innovations and collaborations enhancing their offerings. Companies are increasingly leveraging neural network software to improve healthcare delivery, optimize manufacturing processes, and enhance data analysis capabilities. The market's growth is supported by advancements in AI, big data, and intelligent robotics, with significant potential for further expansion in various industries.
Neural Network Software Market Size - Table of Contents
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1. MARKET DYNAMICS
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1.1 Market Overview
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1.2 Market Drivers
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1.2.1 Availability of Spatial Data and Analytical Tools
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1.2.2 Increasing Demand for Predicting Solutions
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1.3 Market Restraints
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1.3.1 Lack of Expertise and Other Operational Challenges
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1.4 Industry Value Chain Analysis
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1.5 Industry Attractiveness - Porter's Five Forces Analysis
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1.5.1 Threat of New Entrants
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1.5.2 Bargaining Power of Buyers/Consumers
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1.5.3 Bargaining Power of Suppliers
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1.5.4 Threat of Substitute Products
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1.5.5 Intensity of Competitive Rivalry
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2. MARKET SEGMENTATION
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2.1 By Application
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2.1.1 Fraud Detection
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2.1.2 Hardware Diagnostics
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2.1.3 Financial Forecasting
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2.1.4 Image Optimization
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2.1.5 Other Applications
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2.2 By End-user Vertical
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2.2.1 BFSI
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2.2.2 Healthcare
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2.2.3 Retail
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2.2.4 Defense Agencies
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2.2.5 Media
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2.2.6 Logistics
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2.2.7 Other End-user Verticals
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2.3 Geography
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2.3.1 North America
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2.3.1.1 United States
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2.3.1.2 Canada
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2.3.2 Europe
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2.3.2.1 United Kingdom
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2.3.2.2 Germany
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2.3.2.3 France
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2.3.2.4 Rest of Europe
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2.3.3 Asia-Pacific
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2.3.3.1 China
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2.3.3.2 South Korea
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2.3.3.3 Australia
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2.3.3.4 Rest of Asia-Pacific
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2.3.4 Rest of the World
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Neural Network Software Market Size FAQs
What is the current Neural Network Software Market size?
The Neural Network Software Market is projected to register a CAGR of 35.20% during the forecast period (2024-2029)
Who are the key players in Neural Network Software Market?
Google LLC, NVIDIA Corporation, Intel Corporation, IBM Corporation and Microsoft Corporation are the major companies operating in the Neural Network Software Market.