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    Neural Network Software Market Trends

    ID: MRFR/ICT/3468-HCR
    100 Pages
    Aarti Dhapte
    September 2025

    Neural Network Software Market Research Report: Information By Type (Data Mining & Archiving, Analytical Software, Optimization Software, Visualization Software), By Component (Neural Network Software, Services, Platform), And By Region (North America, Europe, Asia-Pacific, And Rest Of The World) –Market Forecast Till 2032.

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    Neural Network Software Market Infographic

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    Market Trends

    Key Emerging Trends in the Neural Network Software Market

    The market dynamics of the neural network software market is getting industry-relevant to the growing demand for advanced stuck with the AI (ML) and simulated intelligence (SI) solutions across different niches and industries worldwide. Being a epoch of the use of neural networks in the improvement of cycles and the creation of productivity, the software that has the capability to transform the market into large-scale development is experiencing a rapid growth in the field. There also rises a trend of acceptance of profound learning systems’ market adoption, being one of the distinctive features. These systems, such as TensorFlow, PyTorch, and Keras, are gaining popularity round the world because of the fact that, from now on, they can comfortably handle complicated neural network models as well as massive datasets with ease. Organizations are leveraging the same conduits to promote app development for speech and image recognition, natural language processing, as well as predictive analysis which are in high demand for neural network software. Interestingly, the neural network software can overlap micro-devices in the field of edge processing and IOT gadgets. Since involvement of intelligent machine at the edge sense is spreading, the need for space efficient and simple neural software packages is growing. This template is backed by the critical necessity for regular management and highly varying domains in areas like intuitively driven vehicles, intelligent systems, and modern robotic technology, accelerating the pace of growth in the neural network software market. Moreover the market is at a point where it is flooding with the speed of creating specialized neural networks programs, for specific business needs. Organizations, with time, are becoming more and more devoted to sector-specific offerings like medical diagnostics, financial crime identification and autonomous/closed shop mechanics which enables better use of the software not only by healthcare industries but also for sectors at large. This recurrence reflects the growing attention to the contribution of neural network software in business-specific chances and thresholds. And additionally, the software architectures put together by neural networks are merged with distributed computing technologies that transform the market into a model. Cloud-based neural network stages and services filled up gaps in the past and now neural networks are more available for even the smallest enterprises, providing access to highly mobile processing resources required for neural net training and endorsement. This picture reflects the fact that the intelligent system with the help of the financial service and adaptation of computer hardware, which significantly developing the market of the software based on neural network.

    Market Summary

    As per Market Research Future Analysis, the Neural Network Software Market is projected to grow from USD 32.39 billion in 2024 to USD 152.75 billion by 2032, with a CAGR of 21.39% during the forecast period. The market was valued at USD 25.95 billion in 2023. Key drivers include advancements in AI, increased digitalization, and the need for predictive solutions due to rising data volumes and fraud. North America is expected to lead the market, followed by Europe and Asia-Pacific, with significant growth anticipated in the data mining and archiving software segment.

    Key Market Trends & Highlights

    The market is witnessing significant trends driven by technological advancements and strategic investments.

    • Market size in 2024: USD 32.39 billion; projected to reach USD 152.75 billion by 2032.
    • CAGR of 21.39% during the forecast period (2024-2032).
    • Analytical software segment dominates revenue share; data mining and archiving software expected to grow at the fastest CAGR.
    • North America anticipated to experience considerable expansion due to tech giants' investments.

    Market Size & Forecast

    2023 Market Size USD 25.95 billion
    2024 Market Size USD 32.39 billion
    2032 Market Size USD 152.75 billion
    CAGR 21.39%.

    Major Players

    Key players include Oracle Corporation, Qualcomm Technologies, SAP SE, IBM Corporation, Microsoft Corporation, Intel Corporation, Google, Alyuda Research LLC, Neural Technologies Ltd., Starmind International AG, Neuralware, and Ward Systems Group Inc.

    Market Trends

    Advancement in the artificial intelligence (AI) sector is driving the market growth.

    Market CAGR is driven by artificial intelligence (AI) market advancements. Artificial intelligence (AI) systems use neural networks to support learning, reasoning, and self-correction. Expert systems, machine vision, and speech recognition, are specific uses of AI. AI's current rise in popularity is due to difficult projects involving cloud computing and large data infrastructure.

    Leading businesses across a range of industries, including Software & IT (Google, Microsoft, and Amazon), Financial Services (Bloomberg and American Express), and Automotive (Tesla and Ford), have identified AI as a key strategic driver and begun investing in neural networks to create effective systems that will be more sophisticated.

    Furthermore, there is a rise in cloud disruption in the modern industry. One of the most potent computer paradigms is cloud computing. The ability to use SaaS (Security as a Service), PaaS, and IaaS innovations, together with competition among the main IT providers and users, has made cloud computing successful in recent years. New services like "Backend as a Service" and "Function as a Service" have been incorporated to boost company profitability. Additionally, most cloud computing platforms still employ primitive Core Processing Unit (CPU) scheduling algorithms that lack the sophistication required for such an advanced computing architecture.

    Thus, driving the neural network software market revenue.

    The increasing integration of artificial intelligence across various sectors is driving the demand for advanced neural network software, which is poised to enhance operational efficiencies and decision-making processes.

    U.S. Department of Commerce

    Neural Network Software Market Market Drivers

    Rising Demand for AI Solutions

    The Global Neural Network Software Market Industry experiences a notable surge in demand for artificial intelligence solutions across various sectors. Industries such as healthcare, finance, and automotive increasingly adopt neural network software to enhance decision-making processes and automate tasks. For instance, healthcare providers utilize neural networks for predictive analytics, improving patient outcomes. The market is projected to reach 32.4 USD Billion in 2024, with a robust growth trajectory anticipated as organizations recognize the potential of AI-driven insights. This trend indicates a broader acceptance of neural networks as essential tools for operational efficiency and innovation.

    Market Segment Insights

    Neural Network Software Type Insights

    Based on type, the global neural network software market segmentation includes data mining & archiving, analytical software, optimization software, and visualization software. In terms of revenue share, the analytical software segment dominates the market. Still, the data mining and archiving software segment is anticipated to grow at the quickest CAGR throughout the forecast period. The vast influx of unstructured and geographical data, as well as the requirement to categorize this data to carry out analytical and predictive operations, are the main drivers of the expansion of the data mining and archiving software market.

    Neural Network Software Component Insights

    Based on components, the global neural network software market segment includes neural network software, services, and platform. The rise of neural network software has been one of the most transformative developments in artificial intelligence (AI) and machine learning (ML). Neural networks are a class of algorithms inspired by the human brain's structure and functioning, allowing them to learn patterns and relationships from data. Deep learning, an area of AI that focuses on training multi-layered neural networks, is built on top of neural networks.

    Convolutional neural networks (CNNs) and recurrent neural networks (RNNs), two recent deep learning innovations, have significantly improved a variety of AI applications like computer vision, natural language processing, and speech recognition.

    Figure 2: Neural Network Software Market, by Component, 2022 & 2032 (USD Billion)

    Source: Secondary Research, Primary Research, Market Research Future Database and Analyst Review

    Get more detailed insights about Neural Network Software Market Research Report - Global Forecast to 2032

    Regional Insights

    By region, the study provides market insights into North America, Europe, Asia-Pacific and Rest of the World. As a result of the extensive use of neural network technology by tech giants, North America is anticipated to experience considerable expansion in the market for neural network software during the projected period. For instance, Intel made history in August 2019 when it unveiled two new CPUs for massive data centers powered by Al technology. The chips are the initial products in the Nervana Neural Network Processor (NPP) family; the Nervana NNP-T trains Al systems, while the Nervana NNP-1 handles inference.

    Such advancements are expected to fuel market expansion in the area.

    Further, the major countries studied in the market report are The US, Canada, German, France, the UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil.

    Figure 3: NEURAL NETWORK SOFTWARE MARKET SHARE BY REGION 2022 (USD Billion)

    Neural Network Software Market

    Source: Secondary Research, Primary Research, Market Research Future Database and Analyst Review

    Europe's neural network software market accounts for the second-largest market share due to the acceptance of developments in the aviation sector and the incorporation of cutting-edge technology into the autopilot system. Europe is predicted to grow considerably in the neural network software market. Further, the German neural network software market held the largest market share, and the UK neural network software market was the fastest-growing market in the European region.

    The Asia-Pacific Neural Network Software Market is expected to grow at the fastest CAGR from 2023 to 2032. Due to the expanding firms in the area embracing innovative technologies to quickly train deep learning models, Asia-Pacific is predicted to grow at an accelerated rate in the neural network software market during the forecast period. Moreover, China’s neural network software market held the largest market share, and the Indian neural network software market was the fastest-growing market in the Asia-Pacific region.

    Key Players and Competitive Insights

    Leading market players are investing heavily in research and development to expand their product lines, which will help the advanced authentication market, grow even more. Market participants are also engaging in various strategic measures to grow their businesses, and global footprint, with important market developments including contractual agreements, new product launches, mergers and acquisitions, higher investments, and collaboration with other organizations. The neural network software industry must offer cost-effective items to expand and survive in a more competitive and rising market climate.

    Manufacturing locally to minimize operational costs is one of the key business tactics manufacturers use in the global neural network software industry to benefit clients and increase the market sector. In recent years, the neural network software industry has offered some of the most significant medical advantages. Major players in the advanced authentication market, including Oracle Corporation, Qualcomm Technologies, SAP SE, IBM Corporation, Microsoft Corporation, Intel Corporation, Google, Alyuda Research LLC, Neural Technologies Ltd., Starmind International AG, Neuralware, Ward Systems Group Inc., and others, are attempting to increase market demand by investing in research and development operations.

    Qualcomm's Neural Processing Engine (NPE) is a key component that enables AI and ML capabilities on their Snapdragon processors, which are widely used in smartphones, tablets, IoT devices, and other consumer electronics. The NPE is a software framework that provides a set of APIs (Application Programming Interfaces) to efficiently run neural network models on Qualcomm's hardware, such as the Adreno GPU or Hexagon DSP (Digital Signal Processor), which are designed to accelerate AI workloads.

    For instance, in June 2022, to further its leadership in AI and connected intelligent edge, Qualcomm Technologies integrated its existing best-in-class AI software products into a single package, the Qualcomm AI Stack. This will enable OEM clients of Qualcomm Technologies and developers to fully use the Qualcomm AI Engine's performance while developing, improving, and deploying their AI applications on Qualcomm Technologies' hardware.

    Google's AI and neural network software offerings are part of a broader AI ecosystem, and the company actively contributes to open-source projects and supports AI research and development across various domains. As AI technology continues to evolve, Google is likely to keep innovating and expanding its neural network software tools to empower developers and researchers in the AI community. For instance, in May 2022, to speed up performance testing in graph neural networks (GNNs), Google AI launched GraphWorld.

    It offers a novel GNN architectural testing and design method by enabling artificial intelligence (AI) developers and researchers to test new GNN architectures on bigger graph datasets.

    Key Companies in the Neural Network Software Market market include

    Industry Developments

    • Q2 2024: Microsoft launches Phi-3, a new family of small language models Microsoft announced the launch of Phi-3, a new family of small language models designed to run efficiently on consumer hardware, expanding its neural network software offerings and targeting broader enterprise and developer adoption.
    • Q2 2024: Hugging Face raises $235M in Series D funding to expand open-source AI platform Hugging Face, a leading provider of neural network software and open-source AI models, secured $235 million in Series D funding to accelerate development of its collaborative AI platform and expand its global team.
    • Q2 2024: Nvidia acquires Run:ai to bolster AI workload orchestration Nvidia completed the acquisition of Run:ai, an Israeli startup specializing in orchestration software for neural network workloads, aiming to enhance its AI infrastructure and software stack for enterprise customers.
    • Q2 2024: Google announces Gemini 1.5 Pro, advancing neural network capabilities Google unveiled Gemini 1.5 Pro, its latest large language model, featuring improved neural network architecture and efficiency, and announced its integration into Google Cloud AI services for enterprise clients.
    • Q1 2024: OpenAI launches GPT-4 Turbo with expanded context window OpenAI released GPT-4 Turbo, a new version of its flagship neural network model, offering a larger context window and lower inference costs, targeting developers and businesses building advanced AI applications.
    • Q1 2024: IBM and SAP announce partnership to integrate neural network software into enterprise solutions IBM and SAP formed a strategic partnership to embed IBM's neural network software and AI models into SAP's enterprise resource planning (ERP) systems, aiming to enhance automation and analytics for global clients.
    • Q2 2024: Salesforce launches Einstein Copilot, an AI assistant powered by neural network software Salesforce introduced Einstein Copilot, a generative AI assistant built on proprietary neural network software, designed to automate workflows and provide real-time insights within its CRM platform.
    • Q2 2024: Cohere raises $450M in Series C funding to scale enterprise AI solutions Cohere, a provider of neural network software for enterprise language models, raised $450 million in Series C funding to expand its product offerings and accelerate global go-to-market efforts.
    • Q1 2024: AWS announces Amazon Bedrock general availability for foundation model deployment Amazon Web Services (AWS) announced the general availability of Amazon Bedrock, a managed service for deploying and scaling neural network foundation models, enabling customers to build generative AI applications securely.
    • Q2 2024: Meta launches Llama 3, its next-generation open-source neural network model Meta released Llama 3, the latest version of its open-source large language model, with improved performance and efficiency, and made it available to developers and researchers worldwide.
    • Q1 2024: Databricks acquires MosaicML to enhance neural network model training capabilities Databricks completed the acquisition of MosaicML, a startup specializing in neural network model training and optimization, to strengthen its AI and machine learning platform for enterprise customers.
    • Q2 2024: Anthropic secures $450M in funding to advance Claude AI model development Anthropic, an AI startup focused on neural network software, raised $450 million in a funding round led by major technology investors to accelerate the development and deployment of its Claude large language models.

    Future Outlook

    Neural Network Software Market Future Outlook

    The Neural Network Software Market is projected to grow at a 21.39% CAGR from 2024 to 2035, driven by advancements in AI, increased data availability, and demand for automation.

    New opportunities lie in:

    • Develop specialized neural network solutions for healthcare applications.
    • Invest in cloud-based neural network platforms for scalability.
    • Create user-friendly interfaces for non-technical users to leverage neural networks.

    By 2035, the Neural Network Software Market is expected to be a pivotal component of technological innovation.

    Market Segmentation

    Neural Network Software Regional Outlook

    Asia-Pacific
    • China
    • Japan
    • India
    • Australia
    • South Korea
    • Rest of Asia-Pacific

    Neural Network Software Component Outlook

    • Data Mining & Archiving
    • Analytical Software
    • Optimization Software
    • Visualization Software

    Neural Network Software Deployment Outlook

    • Neural Network Software
    • Services
    • Platform

    Report Scope

    Attribute/Metric Details
    Market Size 2023 USD 25.95 Billion
    Market Size 2024 USD 32.39 Billion
    Market Size 2032 USD 152.75 Billion
    Compound Annual Growth Rate (CAGR) 21.39% (2024-2032)
    Base Year 2023
    Market Forecast Period 2024-2032
    Historical Data 2018- 2022
    Market Forecast Units Value (USD Billion)
    Report Coverage Revenue Forecast, Market Competitive Landscape, Growth Factors, and Trends
    Segments Covered Type, Component, and Region
    Geographies Covered North America, Europe, Asia Pacific, and the Rest of the World
    Countries Covered The US, Canada, German, France, UK, Italy, Spain, China, Japan, India, Australia, South Korea, and Brazil
    Key Companies Profiled Oracle Corporation, Qualcomm Technologies, SAP SE, IBM Corporation, Microsoft Corporation, Intel Corporation, Google, Alyuda Research LLC, Neural Technologies Ltd., Starmind International AG, Neuralware, Ward Systems Group Inc
    Key Market Opportunities The global neural network software market is going tremendously.
    Key Market Dynamics Advancement In The Field Of Artificial Intelligence (AI) Market

    Market Highlights

    Author

    Aarti Dhapte
    Team Lead - Research

    She holds an experience of about 6+ years in market research and business consulting, working under the spectrum of information communication technology, telecommunications and semiconductor domains. aarti conceptualizes and implements a scalable business strategy and provides strategic leadership to the clients. her expertise lies in market estimation, competitive intelligence, pipeline analysis, customer assessment, etc.

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    Latest Comments

    John Doe
    [email protected]

    This is a great article! Really helped me understand the topic better.

    Posted on July 23, 2025, 10:15 AM
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    Thanks for sharing this. I’ve bookmarked it for later reference.

    Posted on July 22, 2025, 7:45 PM
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    FAQs

    How much is the advanced authentication market?

    The global neural network software market size was valued at USD 25.95 Billion in 2023.

    What is the growth rate of the advanced authentication market?

    The global market is projected to grow at a CAGR of 21.39% during the forecast period, 2024-2032.

    Which region held the largest market share in the advanced authentication market?

    North America had the largest share of the global market

    Who are the key players in the advanced authentication market?

    The key players in the market are Oracle Corporation, Qualcomm Technologies, SAP SE, IBM Corporation, Microsoft Corporation, Intel Corporation, and Google.

    Which type led the advanced authentication market?

    The analytical software segment category dominated the market in 2023.

    Which component had the largest market share in the advanced authentication market?

    Neural network software had the largest share of the global market.

    1.  TABLE OF CONTENTS 1    Executive Summary 2  
    2.  Scope of the Report
      1.     Market Definition
      2.   
    3.  Scope of the Study
      1.     Research Objectives
        1.     Assumptions & Limitations
      2.     Markets Structure
    4. 3    Market Research Methodology
      1.     Research Process
      2.     Secondary Research
      3.     Primary Research
      4.     Forecast Model 4    Market Landscape
      5.     Porter’s Five Forces Analysis
        1.   
    5.  Threat of New Entrants
      1.     Bargaining power of buyers
        1.     Threat of substitutes
        2.     Segment rivalry
      2.     Value Chain/Supply Chain of Global Neural network software Market
    6. 5    Industry Overview of Global Neural network software Market
      1.     Introduction
      2.     Growth Drivers
      3.     Impact analysis
      4.     Market Challenges 6    Market Trends
      5.     Introduction
      6.     Growth Trends
      7.     Impact analysis
      8.     Introduction
      9.     Data Mining and Archiving
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates & Forecast by Region, 2020-2027
      10.      Analytical Software
        1. Market Estimates & Forecast
        2. Market Estimates & Forecast by Region, 2020-2027  
    7.            7.4         Optimization Software
      1. Market Estimates & Forecast, 2020-2027
        1. Market
    8. Estimates & Forecast by Region, 2020-2027
    9.          
    10.    7.5         Visualization Software   
    11.      7.5.1 Market Estimates & Forecast, 2020-2027
    12. Market Estimates & Forecast by Region, 2020-2027
    13.        
    14.      7.6         Others
      1. Market Estimates & Forecast, 2020-2027
        1. Market Estimates & Forecast by Region
    15.              
    16. Neural Network Software Market by Component
      1.     Introduction
      2.     Artificial Neural Networks
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates & Forecast by Region, 2020-2027
      3.     Deep Neural Networks
        1. Market Estimates & Forecast
        2. Market Estimates & Forecast by Region, 2020-2027
      4.      Services
        1. Market Estimates & Forecast, 2020-2027
    17. Market Estimates & Forecast by Region, 2020-2027
      1.      Platform
        1. Market Estimates & Forecast, 2020-2027
        2. Market
    18. Estimates & Forecast by Region, 2020-2027
    19. Neural Network Software Market by End Users
      1.     Introduction
      2.     BFSI
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates & Forecast by Region, 2020-2027
      3.     Healthcare
        1. Market Estimates & Forecast, 2020-2027
    20. Market Estimates & Forecast by Region, 2020-2027
      1.     Telecom & It
        1. Market Estimates & Forecast, 2020-2027
        2. Market
    21. Estimates & Forecast by Region, 2020-2027
      1.     Transportation
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates
    22. Forecast by Region, 2020-2027
      1.     Others
        1. Market
    23. Estimates & Forecast, 2020-2027
      1. Market Estimates & Forecast by Region, 2020-2027
      2.     Introduction
      3.     North America
        1. Market Estimates & Forecast, 2020-2027
    24. Market Estimates & Forecast by Type, 2020-2027
      1. Market Estimates
    25. & Forecast by Component, 2020-2027
      1. Market Estimates & Forecast
    26. by End Users, 2020-2027
      1.     U.S.A
    27. Market Estimates & Forecast, 2020-2027
      1. Market Estimates
    28. Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component
        1. Market Estimates & Forecast by End Users, 2020-2027
        2.     Mexico
    29. Market Estimates & Forecast by Component, 2020-2027
      1. Market Estimates
    30. & Forecast by End Users, 2020-2027
      1.     Canada
        1. Market Estimates & Forecast, 2020-2027
    31. & Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component, 2020-2027
        1. Market Estimates & Forecast by End Users
      2.     Europe
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates & Forecast by Type, 2020-2027
        3. Market Estimates & Forecast by Component, 2020-2027
        4. Market
    32. Estimates & Forecast by End Users, 2020-2027
      1.     Germany
        1. Market Estimates & Forecast, 2020-2027
    33. & Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component, 2020-2027
        1. Market Estimates & Forecast by End Users
        2.     France
        3.     Italy
    34. Market Estimates & Forecast by Type, 2020-2027
      1. Market Estimates
    35. & Forecast by Component, 2020-2027
      1. Market Estimates & Forecast
    36. by End Users, 2020-2027
      1. Spain
      2. 8.1 Market Estimates & Forecast, 2020-2027
      3. 8.2 Market Estimates & Forecast by Type
      4. 8.3 Market Estimates & Forecast by Component, 2020-2027
      5. 8.4 Market Estimates & Forecast by End Users, 2020-2027
        1.     U.K
      6. 9.1 Market Estimates & Forecast, 2020-2027
      7. 9.2
    37. Market Estimates & Forecast by Type, 2020-2027
      1. 9.3 Market Estimates
    38. & Forecast by Component, 2020-2027
      1. 9.4 Market Estimates & Forecast
    39. by End Users, 2020-2027
      1.     Asia Pacific
        1. Market Estimates & Forecast, 2020-2027
        2. Market Estimates
    40. & Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component, 2020-2027
        1. Market Estimates & Forecast by End Users, 2020-2027
        2.     China
    41. Market Estimates & Forecast by Component, 2020-2027
      1. Market Estimates
    42. & Forecast by End Users, 2020-2027  10.4.6    India
      1. Market Estimates & Forecast, 2020-2027
        1. Market Estimates
    43. & Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component, 2020-2027
        1. Market Estimates & Forecast by End Users
        2.     Japan
        3.     Australia
    44. Market Estimates & Forecast by Type, 2020-2027
      1. Market Estimates
    45. & Forecast by Component, 2020-2027
      1. Market Estimates & Forecast
    46. by End Users, 2020-2027
      1.     New Zealand
    47. Market Estimates & Forecast, 2020-2027
      1. Market Estimates
    48. Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component
        1. Market Estimates & Forecast by End Users, 2020-2027
        2.     Rest of Asia Pacific
      2.   
    49.  Rest of the World 
      1. Market Estimates & Forecast, 2020-2027
        1. Market Estimates & Forecast by Type, 2020-2027
        2. Market Estimates
    50. & Forecast by Component, 2020-2027
      1. Market Estimates & Forecast
    51. by End Users, 2020-2027
      1. Middle East & Africa
    52. Market Estimates & Forecast, 2020-2027
      1. Market Estimates
    53. Forecast by Type, 2020-2027
      1. Market Estimates & Forecast by Component
        1. Market Estimates & Forecast by End Users, 2020-2027
        2. Latin Countries
    54. Estimates & Forecast by Component, 2020-2027
      1. Market Estimates
    55. & Forecast by End Users, 2020-2027  
      1.     Oracle Corporation (U.S)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      2.     Qualcomm Technologies Inc. (U.S)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      3.     SAP SE (Germany). 
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
    56.      IBM Corporation (U.S)
      1.     Company Overview
        1.     Product/Business Segment Overview
        2.     Financial Updates
        3.     Key Developments
    57.       Microsoft Corporation (U.S.),  
      1.     Company Overview
        1.     Product/Business Segment Overview
        2.     Financial Updates
        3.     Key Developments
      2.      Intel Corporation (U.S)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      3.     Google Inc. (U.S.)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      4.     Alyuda Research LLC (U.S.)., 
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      5.     Neural Technologies Ltd. (U.K)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      6.     Starmind International AG (Switzerland)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      7.     Neuralware (U.S.)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      8.     Ward
    58. Systems Group Inc. (U.S)
      1.     Company Overview
        1.     Product/Business Segment Overview
        2.     Financial Updates
        3.     Key Developments
      2.     Afiniti (U.S.)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      3.     Avantes (U.S)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      4.     GMDH LLC (U.S.)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      5.     Slagkryssaren AB (Sweden)
        1.     Company Overview
        2.     Product/Business Segment Overview
        3.     Financial Updates
        4.     Key Developments
      6.     Others      12.17.1    Company Overview
        1.     Product/Business Segment Overview
        2.     Financial Updates
        3.     Key Developments
    59.     13    Conclusion LIST OF TABLES
    60. Market: By Region, 2020-2027  
    61.  Neural network software Market: By Country, 2020-2027  
    62.  Europe  Neural network software Market: By Country, 2020-2027   Country, 2020-2027  
    63.  Neural network software Market: By Country, 2020-2027  
    64.  Latin America  Neural network software Market: By Country, 2020-2027  
    65. Market: By Regions, 2020-2027  
    66.  Neural network software by Type  Market: By Country, 2020-2027  
    67. By Country, 2020-2027  
    68. network software by Type Market: By Country, 2020-2027  
    69.  Middle East & Africa  Neural network software by Type Market: By Country, 2020-2027  
    70. network software by Type Market: By Country, 2020-2027  
    71.  Global  Neural network software by End Users Market: By Regions, 2020-2027  
    72. by End Users Market: By Country, 2020-2027  
    73.  Neural network software by End Users Market: By Country, 2020-2027  
    74. Market: By Country, 2020-2027  
    75. & Africa  Neural network software by End Users Market: By Country, 2020-2027  
    76. by End Users Market: By Country, 2020-2027  
    77. America  Neural network software for Component Market: By Country, 2020-2027  
    78. Market: By Country, 2020-2027  
    79.  Neural network software for Component Market: By Country, 2020-2027  
    80. for Component Market: By Country, 2020-2027  
    81. America  Neural network software   for Component Market: By Country, 2020-2027 
    82.  Global Component Market: By Region, 2020-2027  
    83.  Global Component Market: By Region, 2020-2027  
    84.  North America  Neural network software Market, By Country  
    85.  North America  Neural network software Market, By Type
    86.  North America  Neural network software Market, By Component
    87.  North America Neural network software Market, By End Users       By Type By Component  By End Users
    88. software Market, By Country  
    89.  Neural network software Market, By Type
    90.  Neural network software Market, By  Component 
    91.  Asia-Pacific: Neural network software Market, By End Users
    92.  Middle East & Africa:  Neural network software Market, By Country  
    93. software Market, By Type
    94.  Neural network software Market, By  Component
    95.  Middle East & Africa:  Neural network software Market, By  End Users
    96. Market, By Country  
    97. network software Market, By Type
    98. network software Market, By Component
    99.  Neural network software Market, By  End Users
    100. Global  Neural network software Market
    101.  Neural network software Market
    102. network software Market in 2020, by country (in %)
    103. network software Market, 2020-2027
    104. 2020 TO 2027 by Component, 2020
    105. Market by Component, 2020 TO 2027    
    106.   FIGURE
    107.  
    108. Global Neural network software Market size by End Users, 2020 TO 2027  
    109.  FIGURE
    110.   Share of Global Neural network software Market by End Users
    111. 2020 TO 2027

    Neural Network Software Market Segmentation

    Neural Network Software Type Outlook (USD Million, 2018-2032)

    • Data Mining & Archiving
    • Analytical Software
    • Optimization Software
    • Visualization Software

    Neural Network Software Component Outlook (USD Million, 2018-2032)

    • Neural Network Software
    • Services
    • Platform

    Neural Network Software Regional Outlook (USD Million, 2018-2032)

    • North America Outlook (USD Million, 2018-2032)

      • North America Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • North America Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • US Outlook (USD Million, 2018-2032)

      • US Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • US Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • CANADA Outlook (USD Million, 2018-2032)

      • CANADA Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • CANADA Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

    • Europe Outlook (USD Million, 2018-2032)

      • Europe Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Europe Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Germany Outlook (USD Million, 2018-2032)

      • Germany Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Germany Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • France Outlook (USD Million, 2018-2032)

      • France Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • France Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • UK Outlook (USD Million, 2018-2032)

      • UK Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • UK Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • ITALY Outlook (USD Million, 2018-2032)

      • ITALY Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • ITALY Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Spain Outlook (USD Million, 2018-2032)

      • Spain Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Spain Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Rest of Europe Outlook (USD Million, 2018-2032)

      • Rest of Europe Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Rest of Europe Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

    • Asia Pacific Outlook (USD Million, 2018-2032)

      • Asia Pacific Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Asia Pacific Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • China Outlook (USD Million, 2018-2032)

      • China Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • China Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Japan Outlook (USD Million, 2018-2032)

      • Japan Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Japan Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • India Outlook (USD Million, 2018-2032)

      • India Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • India Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Australia Outlook (USD Million, 2018-2032)

      • Australia Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Australia Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Rest of Asia Pacific Outlook (USD Million, 2018-2032)

      • Rest of Asia Pacific Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Rest of Asia Pacific Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

    • Rest of World Outlook (USD Million, 2018-2032)

      • Rest of World Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Rest of World Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Middle East Outlook (USD Million, 2018-2032)

      • Middle East Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Middle East Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Africa Outlook (USD Million, 2018-2032)

      • Africa Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Africa Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform

      • Latin America Outlook (USD Million, 2018-2032)

      • Latin America Neural Network Software by Type
        • Data Mining & Archiving
        • Analytical Software
        • Optimization Software
        • Visualization Software
      • Latin America Neural Network Software by Component
        • Neural Network Software
        • Services
        • Platform
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