세계 신경망 시장 규모, 점유율, 동향 분석 보고서 : 컴포넌트별, 업계별, 지역별, 전망, 예측(2024-2031년)

The Global Neural Network Market size is expected to reach $160.37 billion by 2031, rising at a market growth of 26.1% CAGR during the forecast period.

Neural networks enable telecom providers to analyze massive volumes of data for predictive maintenance, network optimization, and anomaly detection. Additionally, the growing emphasis on cybersecurity solutions powered by neural networks helps identify and respond to threats efficiently, driving adoption in this segment. The IT & telecom segment garnered 12% revenue share in the market in 2023. The IT & telecom segment benefits from the rising demand for AI-driven solutions to optimize network operations and enhance customer service. The adoption of 5G technology and IoT applications has created a need for real-time data processing, where neural networks play a critical role.

The influence of neural networks extends further into transformative technologies like autonomous vehicles and robotics. Autonomous vehicles rely on neural networks for object detection, environment mapping, and decision-making in dynamic traffic scenarios. These networks process data from sensors, cameras, and radar to navigate safely and efficiently. Similarly, in robotic systems, neural networks enable advanced functionalities like adaptive learning, task precision, and autonomous navigation in unstructured environments. Additionally, the symbiotic relationship between growing data volumes and neural networks' capabilities ensures their growing importance in the modern digital economy. As more data becomes available, neural networks' performance and accuracy continue to improve, fostering advancements in areas like autonomous systems, smart cities, and precision healthcare. This dynamic place neural networks as a cornerstone technology for deriving value from data, shaping the future of innovation and decision-making across industries. Thus, these factors have propelled the expansion of the market.

However, the operational costs of running these systems add to the challenge. Neural networks are computationally intensive, leading to high energy consumption and increased cooling requirements to ensure optimal hardware performance. These ongoing costs impact the financial bottom line and raise concerns about environmental sustainability. Consequently, the substantial computational expenses associated with neural networks present a significant barrier to entry for numerous organizations, particularly those situated in developing markets or operating within industries characterized by narrower profit margins. This limitation hinders their widespread adoption and overall impact.

Component Outlook

Based on component, the market is bifurcated into software and services. The services segment procured 46% revenue share in the market in 2023. Organizations rely heavily on consulting and system integration services to design custom neural network architectures tailored to their needs. The rising adoption of managed services for regular maintenance, scalability, and performance optimization has expanded the segment. Additionally, the lack of skilled professionals in many industries has boosted the demand for expert training and support services to bridge the talent gap. These factors, coupled with the growing need for technical assistance in deploying cutting-edge AI technologies, have propelled the growth of the services segment within the neural network market.

Software Outlook

The software segment is further divided into analytical software, optimization software, visualization software, data mining & archiving, and others. The analytical software segment acquired 44% revenue share in the market in 2023. As businesses increasingly rely on data-driven decision-making, analytical software has become indispensable for predictive modeling, trend analysis, and forecasting across healthcare, finance, and retail industries. The integration of advanced AI capabilities into analytical software, such as real-time processing and natural language understanding, further enhances its value. Additionally, the rising adoption of cloud-based platforms has made analytical tools more accessible and scalable, accelerating their adoption.

Vertical Outlook

On the basis of vertical, the market is classified into BFSI, business function, IT & telecom, aerospace & defense, public sector, retail, healthcare, manufacturing, and others. The aerospace & defense segment procured 9% revenue share in the market in 2023. The aerospace & defense segment is propelled by the critical need for advanced technologies to ensure safety, efficiency, and operational precision. Neural networks are increasingly used in threat detection, autonomous systems, and mission planning applications. These technologies enhance situational awareness, support real-time decision-making, and improve reliability in high-stakes environments. Increased government investments in AI research and the growing adoption of unmanned systems have further driven the integration of neural networks in aerospace and defense applications.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. The North America segment recorded 38% revenue share in the market in 2023. The North America segment is propelled by its status as a global frontrunner in technological innovation and the adoption of artificial intelligence. The presence of prominent technology corporations, including Google, Microsoft, and IBM, coupled with substantial financial investment in artificial intelligence research and development, has significantly expedited the expansion of the neural network market in this region.

Recent Strategies Deployed in the Market

• Jan-2025: NVIDIA Corporation unveiled the GeForce RTX 50 Series GPUs and RTX Kit, featuring AI-powered neural rendering for enhanced visuals and performance. RTX Neural Shaders optimize textures, materials, and lighting using Tensor Cores. RTX Neural Faces and Character Rendering SDK improve realism in digital humans with advanced skin and hair rendering techniques.
• Nov-2024: IBM Corporation teamed up with AMD to enhance generative AI and HPC performance by offering AMD Instinct MI300X accelerators as a service on IBM Cloud in 2025. This integration with IBM's Watsonx AI platform aims to optimize AI workloads, enhance scalability, and support enterprise clients with cost-effective, high-performance solutions.
• Sep-2024: Intel Corporation introduced Xeon 6 with P-cores and Gaudi 3 AI accelerators to enhance AI infrastructure with improved performance, efficiency, and lower TCO. Xeon 6 offers twice the performance, while Gaudi 3 accelerates large-scale AI workloads. Intel collaborates with IBM, Dell, and Supermicro for optimized AI solutions.
• Oct-2023: SAP SE unveiled integration of SAP Joule into SAP Cloud in 2023, uses generative AI to enhance business processes by providing intelligent, chat-based responses. Supporting finance, sales, and HR, it streamlines operations within SAP's cloud ecosystem. XEPTUM helps businesses leverage AI in SAP or through customized, non-SAP solutions for optimal value.
• Aug-2021: IBM Corporation unveiled its Telum Processor, featuring on-chip AI acceleration for real-time fraud prevention in banking, finance, and insurance. With 8 cores, 5GHz speed, and a scalable cache, it enhances fraud detection, credit approvals, and risk analysis.

List of Key Companies Profiled

• Intel Corporation
• SAP SE
• NVIDIA Corporation
• nDimensional, Inc.
• OLSOFT LLC
• Oracle Corporation
• Microsoft Corporation
• Ward Systems Group, Inc.
• IBM Corporation
• Google LLC (Alphabet Inc.)

Global Neural Network Market Report Segmentation

By Component

• Software
  • Analytical Software
  • Data Mining & Archiving
  • Optimization Software
  • Visualization Software
  • Other Software Type
• Services

By Vertical

• BFSI
• Retail
• Healthcare
• Telecom & IT
• Manufacturing
• Aerospace & Defense
• Public Sector
• Business Function
• Other Vertical

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Australia
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

• 1.1 Market Definition
• 1.2 Objectives
• 1.3 Market Scope
• 1.4 Segmentation
  • 1.4.1 Global Neural Network Market, by Component
  • 1.4.2 Global Neural Network Market, by Vertical
  • 1.4.3 Global Neural Network Market, by Geography
• 1.5 Methodology for the research

Chapter 2. Market at a Glance

• 2.1 Key Highlights

Chapter 3. Market Overview

• 3.1 Introduction
  • 3.1.1 Overview
    • 3.1.1.1 Market Composition and Scenario
• 3.2 Key Factors Impacting the Market
  • 3.2.1 Market Drivers
  • 3.2.2 Market Restraints
  • 3.2.3 Market Opportunities
  • 3.2.4 Market Challenges

Chapter 4. Competition Analysis - Global

• 4.1 Market Share Analysis, 2023
• 4.2 Recent Strategies Deployed in Neural Network Market
• 4.3 Porter Five Forces Analysis

Chapter 5. Global Neural Network Market by Component

• 5.1 Global Software Market by Region
• 5.2 Global Neural Network Market by Software Type
  • 5.2.1 Global Analytical Software Market by Region
  • 5.2.2 Global Data Mining & Archiving Market by Region
  • 5.2.3 Global Optimization Software Market by Region
  • 5.2.4 Global Visualization Software Market by Region
  • 5.2.5 Global Other Software Type Market by Region
• 5.3 Global Services Market by Region

Chapter 6. Global Neural Network Market by Vertical

• 6.1 Global BFSI Market by Region
• 6.2 Global Retail Market by Region
• 6.3 Global Healthcare Market by Region
• 6.4 Global Telecom & IT Market by Region
• 6.5 Global Manufacturing Market by Region
• 6.6 Global Aerospace & Defense Market by Region
• 6.7 Global Public Sector Market by Region
• 6.8 Global Business Function Market by Region
• 6.9 Global Other Vertical Market by Region

Chapter 7. Global Neural Network Market by Region

• 7.1 North America Neural Network Market
  • 7.1.1 North America Neural Network Market by Component
    • 7.1.1.1 North America Software Market by Region
    • 7.1.1.2 North America Neural Network Market by Software Type
      • 7.1.1.2.1 North America Analytical Software Market by Country
      • 7.1.1.2.2 North America Data Mining & Archiving Market by Country
      • 7.1.1.2.3 North America Optimization Software Market by Country
      • 7.1.1.2.4 North America Visualization Software Market by Country
      • 7.1.1.2.5 North America Other Software Type Market by Country
    • 7.1.1.3 North America Services Market by Region
  • 7.1.2 North America Neural Network Market by Vertical
    • 7.1.2.1 North America BFSI Market by Country
    • 7.1.2.2 North America Retail Market by Country
    • 7.1.2.3 North America Healthcare Market by Country
    • 7.1.2.4 North America Telecom & IT Market by Country
    • 7.1.2.5 North America Manufacturing Market by Country
    • 7.1.2.6 North America Aerospace & Defense Market by Country
    • 7.1.2.7 North America Public Sector Market by Country
    • 7.1.2.8 North America Business Function Market by Country
    • 7.1.2.9 North America Other Vertical Market by Country
  • 7.1.3 North America Neural Network Market by Country
    • 7.1.3.1 US Neural Network Market
      • 7.1.3.1.1 US Neural Network Market by Component
        • 7.1.3.1.1.1 US Neural Network Market by Software Type
      • 7.1.3.1.2 US Neural Network Market by Vertical
    • 7.1.3.2 Canada Neural Network Market
      • 7.1.3.2.1 Canada Neural Network Market by Component
        • 7.1.3.2.1.1 Canada Neural Network Market by Software Type
      • 7.1.3.2.2 Canada Neural Network Market by Vertical
    • 7.1.3.3 Mexico Neural Network Market
      • 7.1.3.3.1 Mexico Neural Network Market by Component
        • 7.1.3.3.1.1 Mexico Neural Network Market by Software Type
      • 7.1.3.3.2 Mexico Neural Network Market by Vertical
    • 7.1.3.4 Rest of North America Neural Network Market
      • 7.1.3.4.1 Rest of North America Neural Network Market by Component
        • 7.1.3.4.1.1 Rest of North America Neural Network Market by Software Type
      • 7.1.3.4.2 Rest of North America Neural Network Market by Vertical
• 7.2 Europe Neural Network Market
  • 7.2.1 Europe Neural Network Market by Component
    • 7.2.1.1 Europe Software Market by Country
    • 7.2.1.2 Europe Neural Network Market by Software Type
      • 7.2.1.2.1 Europe Analytical Software Market by Country
      • 7.2.1.2.2 Europe Data Mining & Archiving Market by Country
      • 7.2.1.2.3 Europe Optimization Software Market by Country
      • 7.2.1.2.4 Europe Visualization Software Market by Country
      • 7.2.1.2.5 Europe Other Software Type Market by Country
    • 7.2.1.3 Europe Services Market by Country
  • 7.2.2 Europe Neural Network Market by Vertical
    • 7.2.2.1 Europe BFSI Market by Country
    • 7.2.2.2 Europe Retail Market by Country
    • 7.2.2.3 Europe Healthcare Market by Country
    • 7.2.2.4 Europe Telecom & IT Market by Country
    • 7.2.2.5 Europe Manufacturing Market by Country
    • 7.2.2.6 Europe Aerospace & Defense Market by Country
    • 7.2.2.7 Europe Public Sector Market by Country
    • 7.2.2.8 Europe Business Function Market by Country
    • 7.2.2.9 Europe Other Vertical Market by Country
  • 7.2.3 Europe Neural Network Market by Country
    • 7.2.3.1 Germany Neural Network Market
      • 7.2.3.1.1 Germany Neural Network Market by Component
        • 7.2.3.1.1.1 Germany Neural Network Market by Software Type
      • 7.2.3.1.2 Germany Neural Network Market by Vertical
    • 7.2.3.2 UK Neural Network Market
      • 7.2.3.2.1 UK Neural Network Market by Component
        • 7.2.3.2.1.1 UK Neural Network Market by Software Type
      • 7.2.3.2.2 UK Neural Network Market by Vertical
    • 7.2.3.3 France Neural Network Market
      • 7.2.3.3.1 France Neural Network Market by Component
        • 7.2.3.3.1.1 France Neural Network Market by Software Type
      • 7.2.3.3.2 France Neural Network Market by Vertical
    • 7.2.3.4 Russia Neural Network Market
      • 7.2.3.4.1 Russia Neural Network Market by Component
        • 7.2.3.4.1.1 Russia Neural Network Market by Software Type
      • 7.2.3.4.2 Russia Neural Network Market by Vertical
    • 7.2.3.5 Spain Neural Network Market
      • 7.2.3.5.1 Spain Neural Network Market by Component
        • 7.2.3.5.1.1 Spain Neural Network Market by Software Type
      • 7.2.3.5.2 Spain Neural Network Market by Vertical
    • 7.2.3.6 Italy Neural Network Market
      • 7.2.3.6.1 Italy Neural Network Market by Component
        • 7.2.3.6.1.1 Italy Neural Network Market by Software Type
      • 7.2.3.6.2 Italy Neural Network Market by Vertical
    • 7.2.3.7 Rest of Europe Neural Network Market
      • 7.2.3.7.1 Rest of Europe Neural Network Market by Component
        • 7.2.3.7.1.1 Rest of Europe Neural Network Market by Software Type
      • 7.2.3.7.2 Rest of Europe Neural Network Market by Vertical
• 7.3 Asia Pacific Neural Network Market
  • 7.3.1 Asia Pacific Neural Network Market by Component
    • 7.3.1.1 Asia Pacific Software Market by Country
    • 7.3.1.2 Asia Pacific Neural Network Market by Software Type
      • 7.3.1.2.1 Asia Pacific Analytical Software Market by Country
      • 7.3.1.2.2 Asia Pacific Data Mining & Archiving Market by Country
      • 7.3.1.2.3 Asia Pacific Optimization Software Market by Country
      • 7.3.1.2.4 Asia Pacific Visualization Software Market by Country
      • 7.3.1.2.5 Asia Pacific Other Software Type Market by Country
    • 7.3.1.3 Asia Pacific Services Market by Country
  • 7.3.2 Asia Pacific Neural Network Market by Vertical
    • 7.3.2.1 Asia Pacific BFSI Market by Country
    • 7.3.2.2 Asia Pacific Retail Market by Country
    • 7.3.2.3 Asia Pacific Healthcare Market by Country
    • 7.3.2.4 Asia Pacific Telecom & IT Market by Country
    • 7.3.2.5 Asia Pacific Manufacturing Market by Country
    • 7.3.2.6 Asia Pacific Aerospace & Defense Market by Country
    • 7.3.2.7 Asia Pacific Public Sector Market by Country
    • 7.3.2.8 Asia Pacific Business Function Market by Country
    • 7.3.2.9 Asia Pacific Other Vertical Market by Country
  • 7.3.3 Asia Pacific Neural Network Market by Country
    • 7.3.3.1 China Neural Network Market
      • 7.3.3.1.1 China Neural Network Market by Component
        • 7.3.3.1.1.1 China Neural Network Market by Software Type
      • 7.3.3.1.2 China Neural Network Market by Vertical
    • 7.3.3.2 Japan Neural Network Market
      • 7.3.3.2.1 Japan Neural Network Market by Component
        • 7.3.3.2.1.1 Japan Neural Network Market by Software Type
      • 7.3.3.2.2 Japan Neural Network Market by Vertical
    • 7.3.3.3 India Neural Network Market
      • 7.3.3.3.1 India Neural Network Market by Component
        • 7.3.3.3.1.1 India Neural Network Market by Software Type
      • 7.3.3.3.2 India Neural Network Market by Vertical
    • 7.3.3.4 South Korea Neural Network Market
      • 7.3.3.4.1 South Korea Neural Network Market by Component
        • 7.3.3.4.1.1 South Korea Neural Network Market by Software Type
      • 7.3.3.4.2 South Korea Neural Network Market by Vertical
    • 7.3.3.5 Australia Neural Network Market
      • 7.3.3.5.1 Australia Neural Network Market by Component
        • 7.3.3.5.1.1 Australia Neural Network Market by Software Type
      • 7.3.3.5.2 Australia Neural Network Market by Vertical
    • 7.3.3.6 Malaysia Neural Network Market
      • 7.3.3.6.1 Malaysia Neural Network Market by Component
        • 7.3.3.6.1.1 Malaysia Neural Network Market by Software Type
      • 7.3.3.6.2 Malaysia Neural Network Market by Vertical
    • 7.3.3.7 Rest of Asia Pacific Neural Network Market
      • 7.3.3.7.1 Rest of Asia Pacific Neural Network Market by Component
        • 7.3.3.7.1.1 Rest of Asia Pacific Neural Network Market by Software Type
      • 7.3.3.7.2 Rest of Asia Pacific Neural Network Market by Vertical
• 7.4 LAMEA Neural Network Market
  • 7.4.1 LAMEA Neural Network Market by Component
    • 7.4.1.1 LAMEA Software Market by Country
    • 7.4.1.2 LAMEA Neural Network Market by Software Type
      • 7.4.1.2.1 LAMEA Analytical Software Market by Country
      • 7.4.1.2.2 LAMEA Data Mining & Archiving Market by Country
      • 7.4.1.2.3 LAMEA Optimization Software Market by Country
      • 7.4.1.2.4 LAMEA Visualization Software Market by Country
      • 7.4.1.2.5 LAMEA Other Software Type Market by Country
    • 7.4.1.3 LAMEA Services Market by Country
  • 7.4.2 LAMEA Neural Network Market by Vertical
    • 7.4.2.1 LAMEA BFSI Market by Country
    • 7.4.2.2 LAMEA Retail Market by Country
    • 7.4.2.3 LAMEA Healthcare Market by Country
    • 7.4.2.4 LAMEA Telecom & IT Market by Country
    • 7.4.2.5 LAMEA Manufacturing Market by Country
    • 7.4.2.6 LAMEA Aerospace & Defense Market by Country
    • 7.4.2.7 LAMEA Public Sector Market by Country
    • 7.4.2.8 LAMEA Business Function Market by Country
    • 7.4.2.9 LAMEA Other Vertical Market by Country
  • 7.4.3 LAMEA Neural Network Market by Country
    • 7.4.3.1 Brazil Neural Network Market
      • 7.4.3.1.1 Brazil Neural Network Market by Component
        • 7.4.3.1.1.1 Brazil Neural Network Market by Software Type
      • 7.4.3.1.2 Brazil Neural Network Market by Vertical
    • 7.4.3.2 Argentina Neural Network Market
      • 7.4.3.2.1 Argentina Neural Network Market by Component
        • 7.4.3.2.1.1 Argentina Neural Network Market by Software Type
      • 7.4.3.2.2 Argentina Neural Network Market by Vertical
    • 7.4.3.3 UAE Neural Network Market
      • 7.4.3.3.1 UAE Neural Network Market by Component
        • 7.4.3.3.1.1 UAE Neural Network Market by Software Type
      • 7.4.3.3.2 UAE Neural Network Market by Vertical
    • 7.4.3.4 Saudi Arabia Neural Network Market
      • 7.4.3.4.1 Saudi Arabia Neural Network Market by Component
        • 7.4.3.4.1.1 Saudi Arabia Neural Network Market by Software Type
      • 7.4.3.4.2 Saudi Arabia Neural Network Market by Vertical
    • 7.4.3.5 South Africa Neural Network Market
      • 7.4.3.5.1 South Africa Neural Network Market by Component
        • 7.4.3.5.1.1 South Africa Neural Network Market by Software Type
      • 7.4.3.5.2 South Africa Neural Network Market by Vertical
    • 7.4.3.6 Nigeria Neural Network Market
      • 7.4.3.6.1 Nigeria Neural Network Market by Component
        • 7.4.3.6.1.1 Nigeria Neural Network Market by Software Type
      • 7.4.3.6.2 Nigeria Neural Network Market by Vertical
    • 7.4.3.7 Rest of LAMEA Neural Network Market
      • 7.4.3.7.1 Rest of LAMEA Neural Network Market by Component
        • 7.4.3.7.1.1 Rest of LAMEA Neural Network Market by Software Type
      • 7.4.3.7.2 Rest of LAMEA Neural Network Market by Vertical

Chapter 8. Company Profiles

• 8.1 Intel Corporation
  • 8.1.1 Company Overview
  • 8.1.2 Financial Analysis
  • 8.1.3 Segmental and Regional Analysis
  • 8.1.4 Research & Development Expenses
  • 8.1.5 Recent strategies and developments:
    • 8.1.5.1 Product Launches and Product Expansions:
  • 8.1.6 SWOT Analysis
• 8.2 SAP SE
  • 8.2.1 Company Overview
  • 8.2.2 Financial Analysis
  • 8.2.3 Regional Analysis
  • 8.2.4 Research & Development Expense
  • 8.2.5 Recent strategies and developments:
    • 8.2.5.1 Product Launches and Product Expansions:
  • 8.2.6 SWOT Analysis
• 8.3 NVIDIA Corporation
  • 8.3.1 Company Overview
  • 8.3.2 Financial Analysis
  • 8.3.3 Segmental and Regional Analysis
  • 8.3.4 Research & Development Expenses
  • 8.3.5 Recent strategies and developments:
    • 8.3.5.1 Product Launches and Product Expansions:
  • 8.3.6 SWOT Analysis
• 8.4 nDimensional, Inc.
  • 8.4.1 Company Overview
  • 8.4.2 SWOT Analysis
• 8.5 OLSOFT LLC
  • 8.5.1 Company Overview
  • 8.5.2 SWOT Analysis
• 8.6 Oracle Corporation
  • 8.6.1 Company Overview
  • 8.6.2 Financial Analysis
  • 8.6.3 Segmental and Regional Analysis
  • 8.6.4 Research & Development Expense
  • 8.6.5 SWOT Analysis
• 8.7 Microsoft Corporation
  • 8.7.1 Company Overview
  • 8.7.2 Financial Analysis
  • 8.7.3 Segmental and Regional Analysis
  • 8.7.4 Research & Development Expenses
  • 8.7.5 SWOT Analysis
• 8.8 Ward Systems Group, Inc.
  • 8.8.1 Company Overview
  • 8.8.2 SWOT Analysis
• 8.9 IBM Corporation
  • 8.9.1 Company Overview
  • 8.9.2 Financial Analysis
  • 8.9.3 Regional & Segmental Analysis
  • 8.9.4 Research & Development Expenses
  • 8.9.5 Recent strategies and developments:
    • 8.9.5.1 Partnerships, Collaborations, and Agreements:
    • 8.9.5.2 Product Launches and Product Expansions:
  • 8.9.6 SWOT Analysis
• 8.10. Google LLC (Alphabet Inc.)
  • 8.10.1 Company Overview
  • 8.10.2 Financial Analysis
  • 8.10.3 Segmental and Regional Analysis
  • 8.10.4 Research & Development Expense
  • 8.10.5 SWOT Analysis

Chapter 9. Winning Imperatives of Neural Network Market