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神经网路全球市场规模、份额、趋势分析报告：按组件、产业和地区划分、展望、预测，2024-2031 年
市场调查报告书
商品编码
1645320

神经网路全球市场规模、份额、趋势分析报告：按组件、产业和地区划分、展望、预测，2024-2031 年

Global Neural Network Market Size, Share & Trends Analysis Report By Component, By Vertical (BFSI, Retail, Healthcare, Telecom & IT, Manufacturing, Aerospace & Defense, Public Sector, Business Function), By Regional Outlook and Forecast, 2024 - 2031
出版日期: | 出版商: KBV Research | 英文 283 Pages | 订单完成后即时交付

价格

预计到 2031 年全球神经网路市场规模将达到 1,603.7 亿美元，预测期内的复合年增长率为 26.1%。

然而，运行这些系统的营运成本增加了挑战。神经网路是密集型的，这意味着高消费量和增加的冷却要求以确保最佳的硬体效能。这些持续的成本影响了财务底线并引发了对环境永续性的担忧。因此，与神经网路相关的巨大计算成本对许多组织，特别是位于新兴市场或营运在低利润行业的组织构成了巨大的进入障碍。这项限制阻碍了神经网路的广泛应用和整体影响。

零件展望

根据组件，市场分为软体和服务。 2023 年，服务部门在市场中的收益占有率为 46%。组织严重依赖咨询和系统整合服务来设计根据其需求量身定制的神经网路架构。为了进行定期维护、可扩展性和效能优化而越来越多地采用託管服务，这推动了这一领域的发展。此外，许多行业都缺乏熟练的专业人才，这也推动了对专业培训和支援服务的需求，以填补人才缺口。这些因素，加上实施尖端人工智慧技术对技术援助日益增长的需求，正在推动神经网路市场服务领域的成长。

软体展望

软体部分进一步分为分析软体、最佳化软体、视觉化软体、资料探勘和存檔等。 2023 年，分析软体部门在市场中的收益占有率为 44%。随着企业越来越依赖资料主导的决策，分析软体对于医疗保健、金融和零售业的预测模型、趋势分析和预测至关重要。将即时处理和自然语言理解等先进的人工智慧功能整合到分析软体中可进一步提升其价值。此外，云端基础的平台的日益普及使得分析工具更易于存取和扩充性，从而加速了它们的应用。

产业展望

根据产业垂直，市场分为 BFSI、商业职能、IT 和通讯、航太和国防、公共部门、零售、医疗保健、製造业等。 2023 年，航太和防务领域在市场中的收益占有率比重为 9%。航太和国防领域迫切需要先进技术来确保安全、效率和操作精度。神经网路越来越多地被用于威胁侦测、自主系统和任务规划应用。这些技术增强了情境察觉，支援即时决策并提高了高风险环境下的可靠性。政府对人工智慧研究的投入不断增加以及无人系统的日益采用，进一步推动了神经网路与航太和国防应用的整合。

区域展望

根据地区，市场分析涵盖北美、欧洲、亚太、拉丁美洲、中东和非洲。 2023 年，北美市场的收益占有率为 38%。北美分部的成长得益于其在技术创新和人工智慧应用方面的全球先驱地位。 Google、微软和 IBM 等知名科技公司的存在，加上对人工智慧研发的大量资金投入，显着加速了该地区神经网路市场的扩张。

目录

第一章 市场范围与调查方法

  • 市场定义
  • 目的
  • 市场覆盖
  • 分割
  • 调查方法

第二章 市场概况

  • 主要亮点

第三章 市场概况

  • 介绍
    • 概述
      • 市场构成和情景
  • 影响市场的关键因素
    • 市场驱动因素
    • 市场限制
    • 市场机会
    • 市场挑战

第 4 章 全球竞争分析

  • 2023 年市场占有率分析
  • 神经网路市场的最新策略
  • 波特五力分析

5. 全球神经网路市场（按组件划分）

  • 全球软体市场按区域划分
  • 全球神经网路市场（依软体类型）
  • 全球服务市场按区域划分

第六章 全球神经网路市场（依垂直产业划分）

  • 全球 BFSI 市场（按区域）
  • 全球零售市场按区域划分
  • 全球医疗保健市场（按区域）
  • 全球通讯和 IT 市场（按区域）
  • 全球製造业市场按地区划分
  • 全球航太和国防市场（按地区）
  • 全球公共部门市场（按地区）
  • 全球业务能力市场（按区域）
  • 全球其他垂直市场（按地区）

7. 全球神经网路市场（按地区）

  • 北美洲
    • 北美神经网路市场（按国家/地区）
      • 美国
      • 加拿大
      • 墨西哥
      • 北美其他地区
  • 欧洲
    • 欧洲神经网路市场（按国家）
      • 德国
      • 英国
      • 法国
      • 俄罗斯
      • 西班牙
      • 义大利
      • 其他欧洲国家地区
  • 亚太地区
    • 亚太地区神经网路市场（按国家/地区）
      • 中国
      • 日本
      • 印度
      • 韩国
      • 澳洲
      • 马来西亚
      • 其他亚太地区
  • 拉丁美洲、中东和非洲
    • 拉丁美洲、中东和非洲神经网路市场（按国家/地区）
      • 巴西
      • 阿根廷
      • 阿拉伯聯合大公国
      • 沙乌地阿拉伯
      • 南非
      • 奈及利亚
      • 其他拉丁美洲、中东和非洲

第八章 公司简介

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

第 9 章神经网路市场成功标准

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

LIST OF TABLES

  • TABLE 1 Global Neural Network Market, 2020 - 2023, USD Million
  • TABLE 2 Global Neural Network Market, 2024 - 2031, USD Million
  • TABLE 3 Global Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 4 Global Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 5 Global Software Market by Region, 2020 - 2023, USD Million
  • TABLE 6 Global Software Market by Region, 2024 - 2031, USD Million
  • TABLE 7 Global Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 8 Global Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 9 Global Analytical Software Market by Region, 2020 - 2023, USD Million
  • TABLE 10 Global Analytical Software Market by Region, 2024 - 2031, USD Million
  • TABLE 11 Global Data Mining & Archiving Market by Region, 2020 - 2023, USD Million
  • TABLE 12 Global Data Mining & Archiving Market by Region, 2024 - 2031, USD Million
  • TABLE 13 Global Optimization Software Market by Region, 2020 - 2023, USD Million
  • TABLE 14 Global Optimization Software Market by Region, 2024 - 2031, USD Million
  • TABLE 15 Global Visualization Software Market by Region, 2020 - 2023, USD Million
  • TABLE 16 Global Visualization Software Market by Region, 2024 - 2031, USD Million
  • TABLE 17 Global Other Software Type Market by Region, 2020 - 2023, USD Million
  • TABLE 18 Global Other Software Type Market by Region, 2024 - 2031, USD Million
  • TABLE 19 Global Services Market by Region, 2020 - 2023, USD Million
  • TABLE 20 Global Services Market by Region, 2024 - 2031, USD Million
  • TABLE 21 Global Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 22 Global Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 23 Global BFSI Market by Region, 2020 - 2023, USD Million
  • TABLE 24 Global BFSI Market by Region, 2024 - 2031, USD Million
  • TABLE 25 Global Retail Market by Region, 2020 - 2023, USD Million
  • TABLE 26 Global Retail Market by Region, 2024 - 2031, USD Million
  • TABLE 27 Global Healthcare Market by Region, 2020 - 2023, USD Million
  • TABLE 28 Global Healthcare Market by Region, 2024 - 2031, USD Million
  • TABLE 29 Global Telecom & IT Market by Region, 2020 - 2023, USD Million
  • TABLE 30 Global Telecom & IT Market by Region, 2024 - 2031, USD Million
  • TABLE 31 Global Manufacturing Market by Region, 2020 - 2023, USD Million
  • TABLE 32 Global Manufacturing Market by Region, 2024 - 2031, USD Million
  • TABLE 33 Global Aerospace & Defense Market by Region, 2020 - 2023, USD Million
  • TABLE 34 Global Aerospace & Defense Market by Region, 2024 - 2031, USD Million
  • TABLE 35 Global Public Sector Market by Region, 2020 - 2023, USD Million
  • TABLE 36 Global Public Sector Market by Region, 2024 - 2031, USD Million
  • TABLE 37 Global Business Function Market by Region, 2020 - 2023, USD Million
  • TABLE 38 Global Business Function Market by Region, 2024 - 2031, USD Million
  • TABLE 39 Global Other Vertical Market by Region, 2020 - 2023, USD Million
  • TABLE 40 Global Other Vertical Market by Region, 2024 - 2031, USD Million
  • TABLE 41 Global Neural Network Market by Region, 2020 - 2023, USD Million
  • TABLE 42 Global Neural Network Market by Region, 2024 - 2031, USD Million
  • TABLE 43 North America Neural Network Market, 2020 - 2023, USD Million
  • TABLE 44 North America Neural Network Market, 2024 - 2031, USD Million
  • TABLE 45 North America Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 46 North America Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 47 North America Software Market by Region, 2020 - 2023, USD Million
  • TABLE 48 North America Software Market by Region, 2024 - 2031, USD Million
  • TABLE 49 North America Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 50 North America Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 51 North America Analytical Software Market by Country, 2020 - 2023, USD Million
  • TABLE 52 North America Analytical Software Market by Country, 2024 - 2031, USD Million
  • TABLE 53 North America Data Mining & Archiving Market by Country, 2020 - 2023, USD Million
  • TABLE 54 North America Data Mining & Archiving Market by Country, 2024 - 2031, USD Million
  • TABLE 55 North America Optimization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 56 North America Optimization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 57 North America Visualization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 58 North America Visualization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 59 North America Other Software Type Market by Country, 2020 - 2023, USD Million
  • TABLE 60 North America Other Software Type Market by Country, 2024 - 2031, USD Million
  • TABLE 61 North America Services Market by Region, 2020 - 2023, USD Million
  • TABLE 62 North America Services Market by Region, 2024 - 2031, USD Million
  • TABLE 63 North America Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 64 North America Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 65 North America BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 66 North America BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 67 North America Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 68 North America Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 69 North America Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 70 North America Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 71 North America Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 72 North America Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 73 North America Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 74 North America Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 75 North America Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 76 North America Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 77 North America Public Sector Market by Country, 2020 - 2023, USD Million
  • TABLE 78 North America Public Sector Market by Country, 2024 - 2031, USD Million
  • TABLE 79 North America Business Function Market by Country, 2020 - 2023, USD Million
  • TABLE 80 North America Business Function Market by Country, 2024 - 2031, USD Million
  • TABLE 81 North America Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 82 North America Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 83 North America Neural Network Market by Country, 2020 - 2023, USD Million
  • TABLE 84 North America Neural Network Market by Country, 2024 - 2031, USD Million
  • TABLE 85 US Neural Network Market, 2020 - 2023, USD Million
  • TABLE 86 US Neural Network Market, 2024 - 2031, USD Million
  • TABLE 87 US Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 88 US Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 89 US Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 90 US Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 91 US Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 92 US Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 93 Canada Neural Network Market, 2020 - 2023, USD Million
  • TABLE 94 Canada Neural Network Market, 2024 - 2031, USD Million
  • TABLE 95 Canada Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 96 Canada Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 97 Canada Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 98 Canada Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 99 Canada Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 100 Canada Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 101 Mexico Neural Network Market, 2020 - 2023, USD Million
  • TABLE 102 Mexico Neural Network Market, 2024 - 2031, USD Million
  • TABLE 103 Mexico Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 104 Mexico Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 105 Mexico Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 106 Mexico Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 107 Mexico Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 108 Mexico Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 109 Rest of North America Neural Network Market, 2020 - 2023, USD Million
  • TABLE 110 Rest of North America Neural Network Market, 2024 - 2031, USD Million
  • TABLE 111 Rest of North America Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 112 Rest of North America Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 113 Rest of North America Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 114 Rest of North America Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 115 Rest of North America Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 116 Rest of North America Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 117 Europe Neural Network Market, 2020 - 2023, USD Million
  • TABLE 118 Europe Neural Network Market, 2024 - 2031, USD Million
  • TABLE 119 Europe Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 120 Europe Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 121 Europe Software Market by Country, 2020 - 2023, USD Million
  • TABLE 122 Europe Software Market by Country, 2024 - 2031, USD Million
  • TABLE 123 Europe Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 124 Europe Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 125 Europe Analytical Software Market by Country, 2020 - 2023, USD Million
  • TABLE 126 Europe Analytical Software Market by Country, 2024 - 2031, USD Million
  • TABLE 127 Europe Data Mining & Archiving Market by Country, 2020 - 2023, USD Million
  • TABLE 128 Europe Data Mining & Archiving Market by Country, 2024 - 2031, USD Million
  • TABLE 129 Europe Optimization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 130 Europe Optimization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 131 Europe Visualization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 132 Europe Visualization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 133 Europe Other Software Type Market by Country, 2020 - 2023, USD Million
  • TABLE 134 Europe Other Software Type Market by Country, 2024 - 2031, USD Million
  • TABLE 135 Europe Services Market by Country, 2020 - 2023, USD Million
  • TABLE 136 Europe Services Market by Country, 2024 - 2031, USD Million
  • TABLE 137 Europe Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 138 Europe Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 139 Europe BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 140 Europe BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 141 Europe Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 142 Europe Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 143 Europe Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 144 Europe Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 145 Europe Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 146 Europe Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 147 Europe Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 148 Europe Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 149 Europe Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 150 Europe Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 151 Europe Public Sector Market by Country, 2020 - 2023, USD Million
  • TABLE 152 Europe Public Sector Market by Country, 2024 - 2031, USD Million
  • TABLE 153 Europe Business Function Market by Country, 2020 - 2023, USD Million
  • TABLE 154 Europe Business Function Market by Country, 2024 - 2031, USD Million
  • TABLE 155 Europe Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 156 Europe Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 157 Europe Neural Network Market by Country, 2020 - 2023, USD Million
  • TABLE 158 Europe Neural Network Market by Country, 2024 - 2031, USD Million
  • TABLE 159 Germany Neural Network Market, 2020 - 2023, USD Million
  • TABLE 160 Germany Neural Network Market, 2024 - 2031, USD Million
  • TABLE 161 Germany Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 162 Germany Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 163 Germany Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 164 Germany Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 165 Germany Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 166 Germany Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 167 UK Neural Network Market, 2020 - 2023, USD Million
  • TABLE 168 UK Neural Network Market, 2024 - 2031, USD Million
  • TABLE 169 UK Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 170 UK Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 171 UK Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 172 UK Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 173 UK Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 174 UK Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 175 France Neural Network Market, 2020 - 2023, USD Million
  • TABLE 176 France Neural Network Market, 2024 - 2031, USD Million
  • TABLE 177 France Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 178 France Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 179 France Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 180 France Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 181 France Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 182 France Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 183 Russia Neural Network Market, 2020 - 2023, USD Million
  • TABLE 184 Russia Neural Network Market, 2024 - 2031, USD Million
  • TABLE 185 Russia Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 186 Russia Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 187 Russia Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 188 Russia Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 189 Russia Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 190 Russia Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 191 Spain Neural Network Market, 2020 - 2023, USD Million
  • TABLE 192 Spain Neural Network Market, 2024 - 2031, USD Million
  • TABLE 193 Spain Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 194 Spain Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 195 Spain Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 196 Spain Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 197 Spain Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 198 Spain Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 199 Italy Neural Network Market, 2020 - 2023, USD Million
  • TABLE 200 Italy Neural Network Market, 2024 - 2031, USD Million
  • TABLE 201 Italy Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 202 Italy Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 203 Italy Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 204 Italy Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 205 Italy Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 206 Italy Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 207 Rest of Europe Neural Network Market, 2020 - 2023, USD Million
  • TABLE 208 Rest of Europe Neural Network Market, 2024 - 2031, USD Million
  • TABLE 209 Rest of Europe Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 210 Rest of Europe Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 211 Rest of Europe Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 212 Rest of Europe Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 213 Rest of Europe Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 214 Rest of Europe Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 215 Asia Pacific Neural Network Market, 2020 - 2023, USD Million
  • TABLE 216 Asia Pacific Neural Network Market, 2024 - 2031, USD Million
  • TABLE 217 Asia Pacific Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 218 Asia Pacific Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 219 Asia Pacific Software Market by Country, 2020 - 2023, USD Million
  • TABLE 220 Asia Pacific Software Market by Country, 2024 - 2031, USD Million
  • TABLE 221 Asia Pacific Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 222 Asia Pacific Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 223 Asia Pacific Analytical Software Market by Country, 2020 - 2023, USD Million
  • TABLE 224 Asia Pacific Analytical Software Market by Country, 2024 - 2031, USD Million
  • TABLE 225 Asia Pacific Data Mining & Archiving Market by Country, 2020 - 2023, USD Million
  • TABLE 226 Asia Pacific Data Mining & Archiving Market by Country, 2024 - 2031, USD Million
  • TABLE 227 Asia Pacific Optimization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 228 Asia Pacific Optimization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 229 Asia Pacific Visualization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 230 Asia Pacific Visualization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 231 Asia Pacific Other Software Type Market by Country, 2020 - 2023, USD Million
  • TABLE 232 Asia Pacific Other Software Type Market by Country, 2024 - 2031, USD Million
  • TABLE 233 Asia Pacific Services Market by Country, 2020 - 2023, USD Million
  • TABLE 234 Asia Pacific Services Market by Country, 2024 - 2031, USD Million
  • TABLE 235 Asia Pacific Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 236 Asia Pacific Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 237 Asia Pacific BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 238 Asia Pacific BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 239 Asia Pacific Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 240 Asia Pacific Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 241 Asia Pacific Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 242 Asia Pacific Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 243 Asia Pacific Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 244 Asia Pacific Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 245 Asia Pacific Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 246 Asia Pacific Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 247 Asia Pacific Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 248 Asia Pacific Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 249 Asia Pacific Public Sector Market by Country, 2020 - 2023, USD Million
  • TABLE 250 Asia Pacific Public Sector Market by Country, 2024 - 2031, USD Million
  • TABLE 251 Asia Pacific Business Function Market by Country, 2020 - 2023, USD Million
  • TABLE 252 Asia Pacific Business Function Market by Country, 2024 - 2031, USD Million
  • TABLE 253 Asia Pacific Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 254 Asia Pacific Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 255 Asia Pacific Neural Network Market by Country, 2020 - 2023, USD Million
  • TABLE 256 Asia Pacific Neural Network Market by Country, 2024 - 2031, USD Million
  • TABLE 257 China Neural Network Market, 2020 - 2023, USD Million
  • TABLE 258 China Neural Network Market, 2024 - 2031, USD Million
  • TABLE 259 China Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 260 China Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 261 China Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 262 China Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 263 China Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 264 China Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 265 Japan Neural Network Market, 2020 - 2023, USD Million
  • TABLE 266 Japan Neural Network Market, 2024 - 2031, USD Million
  • TABLE 267 Japan Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 268 Japan Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 269 Japan Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 270 Japan Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 271 Japan Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 272 Japan Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 273 India Neural Network Market, 2020 - 2023, USD Million
  • TABLE 274 India Neural Network Market, 2024 - 2031, USD Million
  • TABLE 275 India Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 276 India Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 277 India Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 278 India Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 279 India Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 280 India Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 281 South Korea Neural Network Market, 2020 - 2023, USD Million
  • TABLE 282 South Korea Neural Network Market, 2024 - 2031, USD Million
  • TABLE 283 South Korea Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 284 South Korea Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 285 South Korea Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 286 South Korea Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 287 South Korea Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 288 South Korea Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 289 Australia Neural Network Market, 2020 - 2023, USD Million
  • TABLE 290 Australia Neural Network Market, 2024 - 2031, USD Million
  • TABLE 291 Australia Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 292 Australia Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 293 Australia Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 294 Australia Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 295 Australia Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 296 Australia Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 297 Malaysia Neural Network Market, 2020 - 2023, USD Million
  • TABLE 298 Malaysia Neural Network Market, 2024 - 2031, USD Million
  • TABLE 299 Malaysia Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 300 Malaysia Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 301 Malaysia Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 302 Malaysia Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 303 Malaysia Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 304 Malaysia Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 305 Rest of Asia Pacific Neural Network Market, 2020 - 2023, USD Million
  • TABLE 306 Rest of Asia Pacific Neural Network Market, 2024 - 2031, USD Million
  • TABLE 307 Rest of Asia Pacific Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 308 Rest of Asia Pacific Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 309 Rest of Asia Pacific Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 310 Rest of Asia Pacific Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 311 Rest of Asia Pacific Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 312 Rest of Asia Pacific Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 313 LAMEA Neural Network Market, 2020 - 2023, USD Million
  • TABLE 314 LAMEA Neural Network Market, 2024 - 2031, USD Million
  • TABLE 315 LAMEA Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 316 LAMEA Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 317 LAMEA Software Market by Country, 2020 - 2023, USD Million
  • TABLE 318 LAMEA Software Market by Country, 2024 - 2031, USD Million
  • TABLE 319 LAMEA Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 320 LAMEA Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 321 LAMEA Analytical Software Market by Country, 2020 - 2023, USD Million
  • TABLE 322 LAMEA Analytical Software Market by Country, 2024 - 2031, USD Million
  • TABLE 323 LAMEA Data Mining & Archiving Market by Country, 2020 - 2023, USD Million
  • TABLE 324 LAMEA Data Mining & Archiving Market by Country, 2024 - 2031, USD Million
  • TABLE 325 LAMEA Optimization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 326 LAMEA Optimization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 327 LAMEA Visualization Software Market by Country, 2020 - 2023, USD Million
  • TABLE 328 LAMEA Visualization Software Market by Country, 2024 - 2031, USD Million
  • TABLE 329 LAMEA Other Software Type Market by Country, 2020 - 2023, USD Million
  • TABLE 330 LAMEA Other Software Type Market by Country, 2024 - 2031, USD Million
  • TABLE 331 LAMEA Services Market by Country, 2020 - 2023, USD Million
  • TABLE 332 LAMEA Services Market by Country, 2024 - 2031, USD Million
  • TABLE 333 LAMEA Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 334 LAMEA Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 335 LAMEA BFSI Market by Country, 2020 - 2023, USD Million
  • TABLE 336 LAMEA BFSI Market by Country, 2024 - 2031, USD Million
  • TABLE 337 LAMEA Retail Market by Country, 2020 - 2023, USD Million
  • TABLE 338 LAMEA Retail Market by Country, 2024 - 2031, USD Million
  • TABLE 339 LAMEA Healthcare Market by Country, 2020 - 2023, USD Million
  • TABLE 340 LAMEA Healthcare Market by Country, 2024 - 2031, USD Million
  • TABLE 341 LAMEA Telecom & IT Market by Country, 2020 - 2023, USD Million
  • TABLE 342 LAMEA Telecom & IT Market by Country, 2024 - 2031, USD Million
  • TABLE 343 LAMEA Manufacturing Market by Country, 2020 - 2023, USD Million
  • TABLE 344 LAMEA Manufacturing Market by Country, 2024 - 2031, USD Million
  • TABLE 345 LAMEA Aerospace & Defense Market by Country, 2020 - 2023, USD Million
  • TABLE 346 LAMEA Aerospace & Defense Market by Country, 2024 - 2031, USD Million
  • TABLE 347 LAMEA Public Sector Market by Country, 2020 - 2023, USD Million
  • TABLE 348 LAMEA Public Sector Market by Country, 2024 - 2031, USD Million
  • TABLE 349 LAMEA Business Function Market by Country, 2020 - 2023, USD Million
  • TABLE 350 LAMEA Business Function Market by Country, 2024 - 2031, USD Million
  • TABLE 351 LAMEA Other Vertical Market by Country, 2020 - 2023, USD Million
  • TABLE 352 LAMEA Other Vertical Market by Country, 2024 - 2031, USD Million
  • TABLE 353 LAMEA Neural Network Market by Country, 2020 - 2023, USD Million
  • TABLE 354 LAMEA Neural Network Market by Country, 2024 - 2031, USD Million
  • TABLE 355 Brazil Neural Network Market, 2020 - 2023, USD Million
  • TABLE 356 Brazil Neural Network Market, 2024 - 2031, USD Million
  • TABLE 357 Brazil Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 358 Brazil Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 359 Brazil Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 360 Brazil Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 361 Brazil Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 362 Brazil Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 363 Argentina Neural Network Market, 2020 - 2023, USD Million
  • TABLE 364 Argentina Neural Network Market, 2024 - 2031, USD Million
  • TABLE 365 Argentina Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 366 Argentina Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 367 Argentina Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 368 Argentina Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 369 Argentina Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 370 Argentina Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 371 UAE Neural Network Market, 2020 - 2023, USD Million
  • TABLE 372 UAE Neural Network Market, 2024 - 2031, USD Million
  • TABLE 373 UAE Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 374 UAE Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 375 UAE Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 376 UAE Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 377 UAE Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 378 UAE Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 379 Saudi Arabia Neural Network Market, 2020 - 2023, USD Million
  • TABLE 380 Saudi Arabia Neural Network Market, 2024 - 2031, USD Million
  • TABLE 381 Saudi Arabia Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 382 Saudi Arabia Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 383 Saudi Arabia Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 384 Saudi Arabia Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 385 Saudi Arabia Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 386 Saudi Arabia Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 387 South Africa Neural Network Market, 2020 - 2023, USD Million
  • TABLE 388 South Africa Neural Network Market, 2024 - 2031, USD Million
  • TABLE 389 South Africa Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 390 South Africa Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 391 South Africa Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 392 South Africa Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 393 South Africa Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 394 South Africa Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 395 Nigeria Neural Network Market, 2020 - 2023, USD Million
  • TABLE 396 Nigeria Neural Network Market, 2024 - 2031, USD Million
  • TABLE 397 Nigeria Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 398 Nigeria Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 399 Nigeria Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 400 Nigeria Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 401 Nigeria Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 402 Nigeria Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 403 Rest of LAMEA Neural Network Market, 2020 - 2023, USD Million
  • TABLE 404 Rest of LAMEA Neural Network Market, 2024 - 2031, USD Million
  • TABLE 405 Rest of LAMEA Neural Network Market by Component, 2020 - 2023, USD Million
  • TABLE 406 Rest of LAMEA Neural Network Market by Component, 2024 - 2031, USD Million
  • TABLE 407 Rest of LAMEA Neural Network Market by Software Type, 2020 - 2023, USD Million
  • TABLE 408 Rest of LAMEA Neural Network Market by Software Type, 2024 - 2031, USD Million
  • TABLE 409 Rest of LAMEA Neural Network Market by Vertical, 2020 - 2023, USD Million
  • TABLE 410 Rest of LAMEA Neural Network Market by Vertical, 2024 - 2031, USD Million
  • TABLE 411 Key Information - Intel Corporation
  • TABLE 412 Key Information - SAP SE
  • TABLE 413 Key Information - NVIDIA Corporation
  • TABLE 414 Key Information - nDimensional, Inc.
  • TABLE 415 Key Information - OLSOFT LLC
  • TABLE 416 Key Information - Oracle Corporation
  • TABLE 417 Key Information - Microsoft Corporation
  • TABLE 418 Key Information - Ward Systems Group, Inc.
  • TABLE 419 Key Information - IBM Corporation
  • TABLE 420 Key Information - Google LLC