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ニューラルネットワークソフトウェアの世界市場レポート 2024年

Neural Network Software Global Market Report 2024
出版日: 受注後更新 | 発行: The Business Research Company | ページ情報: 英文 200 Pages | 納期: 2～10営業日

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ニューラルネットワークソフトウェアの世界市場レポート 2024年
出版日: 受注後更新
発行: The Business Research Company
ページ情報: 英文 200 Pages
納期: 2～10営業日
  • 全表示
  • 概要
  • 目次
概要

ニューラルネットワークソフトウェアの市場規模は近年急激に拡大しています。2023年の264億4,000万米ドルから2024年には330億米ドルへと、CAGR24.8％で拡大します。この背景には、ビッグデータ分析の拡大、人工知能（AI）技術の普及、これらの技術に関する認識と教育の高まり、ハードウェア機能の進歩、ディープラーニング手法の出現と発展、これらの技術を活用した業界固有のアプリケーションの採用増加など、いくつかの要因があります。

ニューラルネットワークソフトウェア市場規模は、今後数年で飛躍的な成長が見込まれます。2028年にはCAGR25.7％で824億7,000万米ドルに成長します。今後予想される成長には、エッジコンピューティングの統合、モノのインターネット（IoT）の急速な拡大、説明可能なAI（XAI）技術の採用、自律システムの普及、モデルの継続的改善への注力が関係しています。

デジタル化に対する需要の高まりは、ニューラルネットワークソフトウェア市場の拡大を後押しする構えです。デジタル化には、物理的な文書をデジタル形式に変換することが含まれ、業界全体でデータ生成の大幅な増加につながります。このデータ可用性の急増は、ハイパフォーマンスコンピューティングシステムの進歩と相まって、ニューラルネットワークソフトウェアの採用拡大に拍車をかけています。例えば、Digital Economy and Society Index（DESI）の最近の報告によると、欧州では2022年12月までに、中小企業の55%が中程度のデジタル習熟度を示し、38%が情報共有のために電子プラットフォームを利用していることが明らかになった。また、米国経済分析局は、米国のデジタル経済が顕著に上昇し、2021年には総生産高が3兆7,000億米ドルに達すると報告しており、ニューラルネットワークソフトウェア市場にデジタル化の影響が明確に表れています。

コネクテッド・スマートデバイスの利用拡大がニューラルネットワークソフトウェア市場の成長を促進すると予測されています。ニューラルネットワークソフトウェアは、センサーとネットワーク接続を備えたデバイスで、機能向上と遠隔操作のためのデータ収集と交換を行います。ニューラルネットワークソフトウェアは、これらのスマートデバイスで高度な機械学習機能を実現し、データパターンを分析してインテリジェントな意思決定を行う上で重要な役割を果たしています。カナダ統計局は、インターネットに接続されたスマートデバイスの増加を指摘しており、その普及率は2020年の42%に対し、2022年には47%となり、特にスマートスピーカーの人気が30%であることを強調しています。このような接続スマートデバイスの急増は、ニューラルネットワークソフトウェアの需要に直接影響します。

2023年のニューラルネットワークソフトウェア市場で最大の地域はアジア太平洋でした。アジア太平洋は、予測期間中、世界のニューラルネットワークソフトウェア市場レポートにおいて最も急成長する地域となる見込みです。ニューラルネットワークソフトウェア市場レポートの対象地域は、アジア太平洋、西欧、東欧、北米、南米、中東・アフリカです。

目次

第1章 エグゼクティブサマリー

第2章 市場の特徴

第3章 市場動向と戦略

第4章 マクロ経済シナリオ

  • 高インフレが市場に与える影響
  • ウクライナ・ロシア戦争が市場に与える影響
  • COVID-19による市場への影響

第5章 世界市場規模と成長

  • 世界のニューラルネットワークソフトウェア市場促進要因と制約要因
    • 市場の促進要因
    • 市場の抑制要因
  • 世界のニューラルネットワークソフトウェア市場規模実績と成長、2018～2023年
  • 世界のニューラルネットワークソフトウェア市場規模と成長予測、2023年から2028年、2033年

第6章 市場セグメンテーション

  • 世界のニューラルネットワークソフトウェア市場、タイプ別セグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • データマイニングとアーカイブ
  • 分析ソフトウェア
  • 最適化ソフトウェア
  • 可視化ソフトウェア
  • その他のタイプ
  • 世界のニューラルネットワークソフトウェア市場、コンポーネント別セグメンテーション、実績および予測、2018-2023、2023-2028年、2033年
  • 人工ニューラルネットワーク
  • ディープニューラルネットワーク
  • サービス
  • プラットホーム
  • その他のコンポーネント
  • 世界のニューラルネットワークソフトウェア市場、エンドユーザー別のセグメンテーション、実績および予測、2018-2023年、2023-2028年、2033年
  • BFSI
  • ヘルスケア
  • テレコムとIT
  • 輸送機関
  • その他のエンドユーザー

第7章 地域および国の分析

  • 世界のニューラルネットワークソフトウェア市場、地域別、実績および予測、2018-2023年、2023-2028年、2033年
  • 世界のニューラルネットワークソフトウェア市場、国別、実績および予測、2018-2023、2023-2028年、2033年

第8章 アジア太平洋市場

第9章 中国市場

第10章 インド市場

第11章 日本市場

第12章 オーストラリア市場

第13章 インドネシア市場

第14章 韓国市場

第15章 西欧市場

第16章 英国市場

第17章 ドイツ市場

第18章 フランス市場

第19章 イタリア市場

第20章 スペイン市場

第21章 東欧市場

第22章 ロシア市場

第23章 北米市場

第24章 米国市場

第25章 カナダ市場

第26章 南米市場

第27章 ブラジル市場

第28章 中東市場

第29章 アフリカ市場

第30章 競合情勢と企業プロファイル

  • ニューラルネットワークソフトウェア市場の競合情勢
  • ニューラルネットワークソフトウェア市場の企業プロファイル
    • Google LLC
    • Microsoft Corporation
    • Intel Corporation
    • IBM Corporation
    • Alyuda Research LLC

第31章 競合ベンチマーキング

第32章 競合ダッシュボード

第33章 主要な合併と買収

第34章 将来の見通しと可能性の分析

第35章 付録

目次
Product Code: r11956

“Neural Network Software Global Market Report 2024 ” from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on neural network software market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

Reasons to Purchase

  • Gain a truly global perspective with the most comprehensive report available on this market covering 50+ geographies.
  • Understand how the market has been affected by the COVID-19 and how it is responding as the impact of the virus abates.
  • Assess the Russia - Ukraine war's impact on agriculture, energy and mineral commodity supply and its direct and indirect impact on the market.
  • Measure the impact of high global inflation on market growth.
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  • Outperform competitors using forecast data and the drivers and trends shaping the market.
  • Understand customers based on the latest market shares.
  • Benchmark performance against key competitors.
  • Suitable for supporting your internal and external presentations with reliable high quality data and analysis
  • Report will be updated with the latest data and delivered to you within 3-5 working days of order along with an Excel data sheet for easy data extraction and analysis.
  • All data from the report will also be delivered in an excel dashboard format.

Where is the largest and fastest growing market for neural network software? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? “The neural network software market global report ” from The Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

Scope

Markets Covered:

  • 1) By Type: Data Mining And Archiving; Analytical Software; Optimization Software; Visualization Software; Other Types
  • 2) By Component: Artificial Neural Network; Deep Neural Network; Services; Platform; Other Components
  • 3) By End User: BFSI; Healthcare; Telecom And IT; Transportation; Other End Users
  • Companies Mentioned: Google LLC; Microsoft Corporation; Intel Corporation; IBM Corporation; Alyuda Research LLC
  • Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
  • Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
  • Time series: Five years historic and ten years forecast.
  • Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
  • Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
  • Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
  • Delivery format: PDF, Word and Excel Data Dashboard.

Executive Summary

Neural network software, a facet of artificial intelligence, enables computers to process data akin to the human brain. It facilitates the design, training, and testing of neural networks for diverse applications, including pattern recognition, prediction, and decision-making.

Key types of neural network software encompass data mining and archiving, analytical tools, optimization platforms, visualization software, and other specialized variants. Data mining involves scrutinizing vast datasets, leveraging neural network software to replicate complex input-output relationships, identify data patterns, or efficiently manage and gather information from company databases. This software includes components such as artificial and deep neural networks, various services, platforms, and other elements catering to end-users across sectors such as BFSI, healthcare, telecom, transportation, and various other industries.

The neural network software market research report is one of a series of new reports from The Business Research Company that provides neural network software market statistics, including global market size, regional shares, competitors with a neural network software market share, detailed neural network software market segments, market trends and opportunities, and any further data you may need to thrive in the neural network software industry. This neural network software market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future scenario of the industry.

The neural network software market size has grown exponentially in recent years. It will grow from $26.44 billion in 2023 to $33 billion in 2024 at a compound annual growth rate (CAGR) of 24.8%. Historical growth in this context can be attributed to several factors, including the expansion of big data analytics, the proliferation of artificial intelligence (AI) technologies, heightened awareness and education regarding these technologies, advancements in hardware capabilities, the emergence and development of deep learning methodologies, and the increasing adoption of industry-specific applications leveraging these technologies.

The neural network software market size is expected to see exponential growth in the next few years. It will grow to $82.47 billion in 2028 at a compound annual growth rate (CAGR) of 25.7%. Anticipated growth in the upcoming period is linked to the integration of edge computing, the rapid expansion of the Internet of Things (IoT), the adoption of Explainable AI (XAI) techniques, the proliferation of autonomous systems, and a focus on continuous improvement of models.

The growing demand for digitalization is poised to drive the expansion of the neural network software market. Digitalization involves transforming physical documents into digital formats, leading to a substantial increase in data generation across industries. This surge in data availability, coupled with advancements in high-performance computing systems, is fueling the wider adoption of neural network software. For instance, recent reports from the Digital Economy and Society Index (DESI) revealed that 55% of small and medium enterprises (SMEs) exhibited moderate digital proficiency, while 38% utilized electronic platforms for information sharing by December 2022 in Europe. Additionally, the U.S. Bureau of Economic Analysis reported a notable rise in the U.S. digital economy, reaching $3.70 trillion in gross output in 2021, showcasing a clear influence of digitalization on the neural network software market.

The increasing utilization of connected smart devices is anticipated to propel the growth of the neural network software market. These devices, embedded with sensors and network connectivity, gather and exchange data for improved functionality and remote control. Neural network software plays a vital role in enabling advanced machine learning capabilities within these smart devices, empowering them to analyze data patterns and make intelligent decisions. Statistics Canada noted a rise in Internet-connected smart devices, with a 47% adoption rate in 2022 compared to 42% in 2020, particularly highlighting the popularity of smart speakers at 30%. This surge in connected smart devices directly influences the demand for neural network software.

Technological advancements remain a pivotal trend shaping the neural network software market. Companies within this sector are embracing innovative technologies to solidify their market positions. Notably, in March 2023, Open AI introduced GPT-4, a natural language processing model leveraging deep neural network architecture capable of processing image and text inputs to generate human-level text outputs. GPT-4's remarkable performance spans various academic and professional benchmarks while demonstrating problem-solving capabilities across diverse domains such as mathematics, programming, law, and medicine.

Major players in the neural network software market are actively developing groundbreaking technologies, including on-chip neural networks (NetGNT), to offer advanced functionalities such as traffic analysis. Broadcom Inc.'s November 2023 launch of Trident 5-X12 stands as a prime example, introducing the first switch integrated with an on-chip neural network (NetGNT). This innovation enables machine learning capabilities directly on the semiconductor chip, enhancing network efficiency by identifying traffic patterns across the chip. The Trident 5-X12 boasts a bandwidth of 16.0 Terabits/second, double that of its predecessor, and supports 800G ports for direct connection to Tomahawk 5. It's a power-efficient solution for data centers, consuming 25% less power per 400G port while delivering enhanced telemetry capabilities and maintaining compatibility with legacy APIs.

In December 2021, Checkin.com, a Europe-based information technology and services, eCommerce, and online banking company, acquired Datacorp OU for $4.7 million. Through this acquisition, Checkin.com benefited from the inclusion of biometric technology through GetID and expanded its portfolio of solutions for enabling customers to access online services. Datacorp OU is a European software development company specializing in neural network algorithms, computer vision, predictive analytics, and data analysis software.

Major companies operating in the neural network software market report are Google LLC, Microsoft Corporation, Intel Corporation, IBM Corporation, Alyuda Research LLC, Neural Technologies Limited, Starmind International AG, Ward Systems Group Inc., Afiniti Ltd., NVIDIA Corporation, Oracle Corporation, Qualcomm Technologies Inc., GMDH Inc., Amazon.com Inc., Facebook Inc., Cognex Corporation, BrainChip Holdings Ltd., Skymind Inc., Sentient Technologies, Vicarious, General Vision Inc., Darktrace Limited, Ayasdi Inc., Numenta Inc., Preferred Networks Inc., AIBrain AB, Fluid AI Inc., Clarifai Inc., Squirrel AI Inc., Darwin AI

Asia-Pacific was the largest region in the Neural network software market in 2023. Asia-Pacific is expected to be the fastest-growing region in the global neural network software market report during the forecast period. The regions covered in the neural network software market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa

The countries covered in the neural network software market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain

The neural network software market includes revenues earned by entities through providing neural network software services, including knowledge discovery in data, medical diagnosis, targeted marketing, and chemical compound identification. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included. The neural network software market consists of sales of standalone software, cloud-based software, and open-source software. Values in this market are 'factory gate' values, that is the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

Table of Contents

1. Executive Summary

2. Neural Network Software Market Characteristics

3. Neural Network Software Market Trends And Strategies

4. Neural Network Software Market - Macro Economic Scenario

  • 4.1. Impact Of High Inflation On the Market
  • 4.2. Ukraine-Russia War Impact On the Market
  • 4.3. COVID-19 Impact On the Market

5. Global Neural Network Software Market Size and Growth

  • 5.1. Global Neural Network Software Market Drivers and Restraints
    • 5.1.1. Drivers Of The Market
    • 5.1.2. Restraints Of The Market
  • 5.2. Global Neural Network Software Historic Market Size and Growth, 2018 - 2023, Value ($ Billion)
  • 5.3. Global Neural Network Software Forecast Market Size and Growth, 2023 - 2028, 2033F, Value ($ Billion)

6. Neural Network Software Market Segmentation

  • 6.1. Global Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Data Mining And Archiving
  • Analytical Software
  • Optimization Software
  • Visualization Software
  • Other Types
  • 6.2. Global Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • Artificial Neural Network
  • Deep Neural Network
  • Services
  • Platform
  • Other Components
  • 6.3. Global Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • BFSI
  • Healthcare
  • Telecom And IT
  • Transportation
  • Other End Users

7. Neural Network Software Market Regional And Country Analysis

  • 7.1. Global Neural Network Software Market, Split By Region, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 7.2. Global Neural Network Software Market, Split By Country, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

8. Asia-Pacific Neural Network Software Market

  • 8.1. Asia-Pacific Neural Network Software Market Overview
  • Region Information, Impact Of COVID-19, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies
  • 8.2. Asia-Pacific Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.3. Asia-Pacific Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 8.4. Asia-Pacific Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

9. China Neural Network Software Market

  • 9.1. China Neural Network Software Market Overview
  • 9.2. China Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.3. China Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion
  • 9.4. China Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F,$ Billion

10. India Neural Network Software Market

  • 10.1. India Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.2. India Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 10.3. India Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

11. Japan Neural Network Software Market

  • 11.1. Japan Neural Network Software Market Overview
  • 11.2. Japan Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.3. Japan Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 11.4. Japan Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

12. Australia Neural Network Software Market

  • 12.1. Australia Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.2. Australia Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 12.3. Australia Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

13. Indonesia Neural Network Software Market

  • 13.1. Indonesia Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.2. Indonesia Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 13.3. Indonesia Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

14. South Korea Neural Network Software Market

  • 14.1. South Korea Neural Network Software Market Overview
  • 14.2. South Korea Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.3. South Korea Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 14.4. South Korea Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

15. Western Europe Neural Network Software Market

  • 15.1. Western Europe Neural Network Software Market Overview
  • 15.2. Western Europe Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.3. Western Europe Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 15.4. Western Europe Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

16. UK Neural Network Software Market

  • 16.1. UK Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.2. UK Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 16.3. UK Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

17. Germany Neural Network Software Market

  • 17.1. Germany Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.2. Germany Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 17.3. Germany Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

18. France Neural Network Software Market

  • 18.1. France Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.2. France Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 18.3. France Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

19. Italy Neural Network Software Market

  • 19.1. Italy Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.2. Italy Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 19.3. Italy Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

20. Spain Neural Network Software Market

  • 20.1. Spain Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.2. Spain Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 20.3. Spain Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

21. Eastern Europe Neural Network Software Market

  • 21.1. Eastern Europe Neural Network Software Market Overview
  • 21.2. Eastern Europe Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.3. Eastern Europe Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 21.4. Eastern Europe Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

22. Russia Neural Network Software Market

  • 22.1. Russia Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.2. Russia Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 22.3. Russia Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

23. North America Neural Network Software Market

  • 23.1. North America Neural Network Software Market Overview
  • 23.2. North America Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.3. North America Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 23.4. North America Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

24. USA Neural Network Software Market

  • 24.1. USA Neural Network Software Market Overview
  • 24.2. USA Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.3. USA Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 24.4. USA Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

25. Canada Neural Network Software Market

  • 25.1. Canada Neural Network Software Market Overview
  • 25.2. Canada Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.3. Canada Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 25.4. Canada Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

26. South America Neural Network Software Market

  • 26.1. South America Neural Network Software Market Overview
  • 26.2. South America Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.3. South America Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 26.4. South America Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

27. Brazil Neural Network Software Market

  • 27.1. Brazil Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.2. Brazil Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 27.3. Brazil Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

28. Middle East Neural Network Software Market

  • 28.1. Middle East Neural Network Software Market Overview
  • 28.2. Middle East Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.3. Middle East Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 28.4. Middle East Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

29. Africa Neural Network Software Market

  • 29.1. Africa Neural Network Software Market Overview
  • 29.2. Africa Neural Network Software Market, Segmentation By Type, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.3. Africa Neural Network Software Market, Segmentation By Component, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion
  • 29.4. Africa Neural Network Software Market, Segmentation By End User, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion

30. Neural Network Software Market Competitive Landscape And Company Profiles

  • 30.1. Neural Network Software Market Competitive Landscape
  • 30.2. Neural Network Software Market Company Profiles
    • 30.2.1. Google LLC
      • 30.2.1.1. Overview
      • 30.2.1.2. Products and Services
      • 30.2.1.3. Strategy
      • 30.2.1.4. Financial Performance
    • 30.2.2. Microsoft Corporation
      • 30.2.2.1. Overview
      • 30.2.2.2. Products and Services
      • 30.2.2.3. Strategy
      • 30.2.2.4. Financial Performance
    • 30.2.3. Intel Corporation
      • 30.2.3.1. Overview
      • 30.2.3.2. Products and Services
      • 30.2.3.3. Strategy
      • 30.2.3.4. Financial Performance
    • 30.2.4. IBM Corporation
      • 30.2.4.1. Overview
      • 30.2.4.2. Products and Services
      • 30.2.4.3. Strategy
      • 30.2.4.4. Financial Performance
    • 30.2.5. Alyuda Research LLC
      • 30.2.5.1. Overview
      • 30.2.5.2. Products and Services
      • 30.2.5.3. Strategy
      • 30.2.5.4. Financial Performance

31. Global Neural Network Software Market Competitive Benchmarking

32. Global Neural Network Software Market Competitive Dashboard

33. Key Mergers And Acquisitions In The Neural Network Software Market

34. Neural Network Software Market Future Outlook and Potential Analysis

  • 34.1 Neural Network Software Market In 2028 - Countries Offering Most New Opportunities
  • 34.2 Neural Network Software Market In 2028 - Segments Offering Most New Opportunities
  • 34.3 Neural Network Software Market In 2028 - Growth Strategies
    • 34.3.1 Market Trend Based Strategies
    • 34.3.2 Competitor Strategies

35. Appendix

  • 35.1. Abbreviations
  • 35.2. Currencies
  • 35.3. Historic And Forecast Inflation Rates
  • 35.4. Research Inquiries
  • 35.5. The Business Research Company
  • 35.6. Copyright And Disclaimer