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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

Neural Network Software

出版日
ページ情報
英文 194 Pages
納期
即日から翌営業日
適宜更新あり
価格
価格表記: USDを日本円(税抜)に換算
本日の銀行送金レート: 1USD=146.99円
ニューラルネットワーク・ソフトウェアの世界市場
出版日: 2024年10月04日
発行: Global Industry Analysts, Inc.
ページ情報: 英文 194 Pages
納期: 即日から翌営業日
GIIご利用のメリット
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  • 概要
  • 目次
概要

ニューラルネットワーク・ソフトウェアの世界市場は2030年までに4,816億米ドルに到達

2023年に749億米ドルと推定されるニューラルネットワーク・ソフトウェアの世界市場は、2023年から2030年にかけてCAGR 30.5%で成長し、2030年には4,816億米ドルに達すると予測されます。本レポートで分析したセグメントの1つである分析ソフトウェアは、CAGR 31.9%を記録し、分析期間終了時には2,516億米ドルに達すると予測されます。データマイニング＆アーカイブ分野の成長率は、分析期間中CAGR 29.9％と推定されます。

米国市場は219億米ドル、中国はCAGR29.1％で成長すると推定・予測

米国のニューラルネットワーク・ソフトウェア市場は、2023年に219億米ドルと推定されます。世界第2位の経済大国である中国は、2030年までに706億米ドルの市場規模に達すると予測され、分析期間2023-2030年のCAGRは29.1%です。その他の注目すべき地域別市場としては、日本とカナダがあり、分析期間中のCAGRはそれぞれ27.1%と25.5%と予測されています。欧州では、ドイツがCAGR 20.9%で成長すると予測されています。

世界のニューラルネットワーク・ソフトウェア市場動向と促進要因まとめ

ニューラルネットワーク・ソフトウェアとは何か、なぜ変革をもたらすのか？

ニューラルネットワーク・ソフトウェアとは、コンピュータがパターンを認識し、データから学習し、意思決定を行うことを可能にする、人間の脳機能をシミュレートするプログラムとプラットフォームを指します。これらのシステムは人工知能（AI）や機械学習（ML）アプリケーションに不可欠であり、膨大な量のデータを処理し、時間をかけてパフォーマンスを向上させることができます。ニューラルネットワーク・ソフトウェアは、画像認識、自然言語処理（NLP）、予測分析、さらには自律的な意思決定などのタスクに不可欠です。人間の認知プロセスを模倣することで、金融、ヘルスケア、製造業、小売業などの分野における複雑な業務の自動化と強化を支援します。

ニューラルネットワーク・ソフトウェアの変革力は、通常では気づかれないような微妙な関係やパターンを識別する能力にあります。例えばヘルスケアでは、医療画像を解析して病気の初期兆候を検出することができ、金融では市場動向の予測や不正取引の特定ができます。世界的に生成されるデータ量が飛躍的に増加し続ける中、ニューラルネットワーク・ソフトウェアは、より深い洞察を得て意思決定プロセスを改善しようとする組織にとって極めて重要なものとなっています。

ニューラルネットワーク・ソフトウェア市場はどのように進化しているのか？

ニューラルネットワーク・ソフトウェア市場は、各業界でAIや機械学習の導入が進んでいることを背景に、急速に拡大しています。この分野の主要動向の1つは、ニューラルネットワーク・ソフトウェアとクラウドコンピューティングプラットフォームの統合です。クラウドベースのニューラルネットワークは、スケーラブルで利用しやすいソリューションを提供するため、あらゆる規模の企業が大規模なインフラを必要とせずにAIモデルを展開できるようになります。この動向により、企業は高度なアナリティクスや予測モデリングを業務に活用しやすくなり、AI導入への参入障壁が低くなっています。

さらに、ニューラルネットワーク・ソフトウェアはディープラーニング技術を取り入れることで、より洗練されたものになりつつあります。機械学習のサブセットであるディープラーニングは、多くの層を持つニューラルネットワークを含み、より正確で複雑なデータ処理を可能にします。これは、自律走行車、音声アシスタント、ロボット工学など、正確な意思決定が重要な分野で特に重要となっています。より少ない学習データと計算能力を必要とするニューラルネットワーク・モデルの開発も動向のひとつで、より効率的で費用対効果の高いAIアプリケーションを可能にしています。

ニューラルネットワーク・ソフトウェアの採用をリードしている業界は？

いくつかの業界がニューラルネットワーク・ソフトウェアの採用を牽引しており、各業界が独自の使用事例を見出しています。ヘルスケアでは、ニューラルネットワークが診断目的、創薬、個別化治療計画に使用されています。ニューラルネットワークを活用した医療画像分析は、がんなどの疾患の早期発見に革命をもたらし、AI主導のツールは患者の予後予測や治療プロトコルの最適化に役立っています。金融分野では、アルゴリズム取引、リスク評価、不正検知にニューラルネットワーク・ソフトウェアが使用されています。過去のデータや市場指標を分析することで、ニューラルネットワークは金融機関に競争力を与える予測考察を提供することができます。

製造業では、予知保全、品質管理、プロセス最適化にニューラルネットワーク・ソフトウェアが活用されています。機械のセンサーデータを分析することで、ニューラルネットワークは機器の故障を事前に予測し、ダウンタイムを最小限に抑え、運用コストを削減することができます。小売分野では、ニューラルネットワーク・ソフトウェアはパーソナライズされたレコメンデーション、在庫管理、需要予測を通じて顧客体験を向上させる上で極めて重要な役割を果たしています。業界のデジタル化が進むにつれ、ニューラルネットワーク・ソフトウェアの用途は広がり、効率化とイノベーションの新たな機会を生み出しています。

ニューラルネットワーク・ソフトウェア市場の主な成長促進要因は？

ニューラルネットワーク・ソフトウェア市場の成長は、いくつかの要因によってもたらされます。ビッグデータの台頭は主要な促進要因の1つであり、組織が生成する膨大な量の情報の意味を理解しようとするためです。パターン認識と予測機能を持つニューラルネットワーク・ソフトウェアは、ビッグデータから実用的なインサイトを抽出するユニークな立場にあります。もう一つの重要な推進力は、自律システムからスマートホームデバイスに至るまで、効率的に機能するためにニューラルネットワークに大きく依存する、AIを搭載したアプリケーションに対する需要の高まりです。

コンピューティング・ハードウェア、特にグラフィック・プロセッシング・ユニット（GPU）やテンソル・プロセッシング・ユニット（TPU）の進歩も、ニューラルネットワーク・ソフトウェアの採用を加速させています。これらの専用プロセッサは、ニューラルネットワークのパフォーマンスを向上させ、より高速な学習と大規模なデータセットの処理を可能にします。さらに、ヘルスケアや金融など、コンプライアンスやリスク管理が重要な分野での規制の変更により、これらの厳しい要件を満たすためにニューラルネットワーク・ソフトウェアの使用が促進されています。AIの研究開発における継続的なイノベーションは、企業が競争力を維持し、進化する技術環境に適応するために、ニューラルネットワーク・ソフトウェアの需要をさらに高めています。

調査対象企業の例（全 42件）

  • Alyuda Research, LLC
  • GMDH LLC
  • Google LLC
  • IBM Corporation
  • Intel Corporation
  • Microsoft Corporation
  • Neural Technologies Limited
  • NeuralWare
  • Oracle Corporation
  • Qualcomm Technologies, Inc.
  • SAP SE
  • Slagkryssaren Ab
  • Starmind International AG
  • Ward Systems Group, Inc.

目次

第1章 調査手法

第2章 エグゼクティブサマリー

  • 市場概要
  • 主要企業
  • 市場動向と促進要因
  • 世界市場の見通し

第3章 市場分析

  • 米国
  • カナダ
  • 日本
  • 中国
  • 欧州
  • フランス
  • ドイツ
  • イタリア
  • 英国
  • その他欧州
  • アジア太平洋
  • その他の地域

第4章 競合

目次
Product Code: MCP13572

Global Neural Network Software Market to Reach US$481.6 Billion by 2030

The global market for Neural Network Software estimated at US$74.9 Billion in the year 2023, is expected to reach US$481.6 Billion by 2030, growing at a CAGR of 30.5% over the analysis period 2023-2030. Analytical Software, one of the segments analyzed in the report, is expected to record a 31.9% CAGR and reach US$251.6 Billion by the end of the analysis period. Growth in the Data Mining & Archiving segment is estimated at 29.9% CAGR over the analysis period.

The U.S. Market is Estimated at US$21.9 Billion While China is Forecast to Grow at 29.1% CAGR

The Neural Network Software market in the U.S. is estimated at US$21.9 Billion in the year 2023. China, the world's second largest economy, is forecast to reach a projected market size of US$70.6 Billion by the year 2030 trailing a CAGR of 29.1% over the analysis period 2023-2030. Among the other noteworthy geographic markets are Japan and Canada, each forecast to grow at a CAGR of 27.1% and 25.5% respectively over the analysis period. Within Europe, Germany is forecast to grow at approximately 20.9% CAGR.

Global Neural Network Software Market - Key Trends & Drivers Summarized

What Is Neural Network Software and Why Is It Transformative?

Neural network software refers to programs and platforms that simulate human brain functions, enabling computers to recognize patterns, learn from data, and make decisions. These systems are integral to artificial intelligence (AI) and machine learning (ML) applications, where they can process vast amounts of data and improve performance over time. Neural network software is essential for tasks such as image recognition, natural language processing (NLP), predictive analytics, and even autonomous decision-making. By mimicking human cognitive processes, this software helps automate and enhance complex operations in sectors like finance, healthcare, manufacturing, and retail.

The transformative power of neural network software lies in its ability to identify subtle relationships and patterns that would otherwise go unnoticed. In healthcare, for instance, it can analyze medical images to detect early signs of diseases, while in finance, it can predict market trends or identify fraudulent transactions. As the amount of data generated globally continues to grow exponentially, neural network software has become crucial for organizations looking to gain deeper insights and improve their decision-making processes.

How Is the Neural Network Software Market Evolving?

The neural network software market has seen rapid expansion driven by the increasing adoption of AI and machine learning across industries. One of the key trends in this space is the integration of neural network software with cloud computing platforms. Cloud-based neural networks offer scalable and accessible solutions, allowing businesses of all sizes to deploy AI models without the need for extensive infrastructure. This trend has made it easier for companies to leverage advanced analytics and predictive modeling in their operations, reducing barriers to entry for AI adoption.

Additionally, neural network software is becoming more sophisticated with the incorporation of deep learning techniques. Deep learning, a subset of machine learning, involves neural networks with many layers, enabling more accurate and complex data processing. This has been particularly important in fields like autonomous vehicles, voice assistants, and robotics, where precise decision-making is critical. The development of neural network models that require less training data and computational power is another trend, allowing for more efficient and cost-effective AI applications.

Which Industries Are Leading the Adoption of Neural Network Software?

Several industries are driving the adoption of neural network software, with each sector finding unique use cases for the technology. In healthcare, neural networks are being used for diagnostic purposes, drug discovery, and personalized treatment plans. Medical imaging analysis, powered by neural networks, has revolutionized early detection of conditions like cancer, while AI-driven tools assist in predicting patient outcomes and optimizing treatment protocols. In finance, neural network software is used for algorithmic trading, risk assessment, and fraud detection. By analyzing historical data and market indicators, neural networks can provide predictive insights that give financial institutions a competitive edge.

Manufacturing companies are utilizing neural network software for predictive maintenance, quality control, and process optimization. By analyzing sensor data from machinery, neural networks can predict equipment failures before they happen, minimizing downtime and reducing operational costs. In the retail sector, neural network software plays a pivotal role in enhancing the customer experience through personalized recommendations, inventory management, and demand forecasting. As industries continue to digitize, the applications of neural network software are broadening, creating new opportunities for efficiency and innovation.

What Are the Key Growth Drivers for the Neural Network Software Market?

The growth in the neural network software market is driven by several factors. The rise of big data is one of the primary drivers, as organizations seek to make sense of the vast amounts of information they generate. Neural network software, with its pattern recognition and predictive capabilities, is uniquely positioned to extract actionable insights from big data. Another key driver is the increasing demand for AI-powered applications, ranging from autonomous systems to smart home devices, which rely heavily on neural networks to function efficiently.

The advancement of computing hardware, particularly in the form of graphics processing units (GPUs) and tensor processing units (TPUs), has also accelerated the adoption of neural network software. These specialized processors enhance the performance of neural networks, allowing them to train faster and process larger datasets. Additionally, regulatory changes in sectors like healthcare and finance, where compliance and risk management are critical, are encouraging the use of neural network software to meet these stringent requirements. The continuous innovation in AI research and development further fuels the demand for neural network software as organizations look to stay competitive and adapt to evolving technological landscapes.

Select Competitors (Total 42 Featured) -

  • Alyuda Research, LLC
  • GMDH LLC
  • Google LLC
  • IBM Corporation
  • Intel Corporation
  • Microsoft Corporation
  • Neural Technologies Limited
  • NeuralWare
  • Oracle Corporation
  • Qualcomm Technologies, Inc.
  • SAP SE
  • Slagkryssaren Ab
  • Starmind International AG
  • Ward Systems Group, Inc.

TABLE OF CONTENTS

I. METHODOLOGY

II. EXECUTIVE SUMMARY

  • 1. MARKET OVERVIEW
    • Influencer Market Insights
    • World Market Trajectories
    • Global Economic Update
    • Neural Network Software - Global Key Competitors Percentage Market Share in 2024 (E)
    • Competitive Market Presence - Strong/Active/Niche/Trivial for Players Worldwide in 2024 (E)
  • 2. FOCUS ON SELECT PLAYERS
  • 3. MARKET TRENDS & DRIVERS
    • Growing Demand for Advanced Machine Learning and AI Capabilities Spurs Adoption of Neural Network Software in Various Industries
    • Expansion of Big Data Analytics Propels the Use of Neural Networks for Improved Data Processing and Pattern Recognition
    • Integration of Neural Network Software in Predictive Maintenance Strengthens Business Case for Industrial IoT Applications
    • Increasing Adoption of Neural Network Algorithms in Financial Services Drives Demand for Fraud Detection and Risk Management Solutions
    • Surge in Demand for Neural Network-Based Image and Speech Recognition Expands Market Opportunities in Healthcare and Retail
    • Growing Use of Neural Networks in Autonomous Vehicles and Robotics Fuels Market Growth Across Automotive and Manufacturing Sectors
    • Rising Adoption of Neural Network Software for Personalized Marketing and Customer Segmentation Expands Opportunities in E-commerce
    • Growing Investments in AI-Powered Drug Discovery and Genomic Research Drive Adoption of Neural Network Software in Biotechnology
    • Proliferation of Deep Learning Technologies and Neural Network Applications in Natural Language Processing Spurs Growth of AI Chatbots and Virtual Assistants
    • Increased Use of Neural Network Software for Algorithmic Trading and Financial Forecasting Expands Adoption in the Financial Sector
    • Advancements in GPU and Hardware Acceleration Technology Propel the Performance of Neural Network Software in AI and Deep Learning Applications
    • Growing Integration of Neural Networks in Edge Computing Expands Addressable Market for Real-Time Data Analytics and IoT Applications
  • 4. GLOBAL MARKET PERSPECTIVE
    • TABLE 1: World Neural Network Software Market Analysis of Annual Sales in US$ Million for Years 2014 through 2030
    • TABLE 2: World Recent Past, Current & Future Analysis for Neural Network Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 3: World 7-Year Perspective for Neural Network Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets for Years 2024 & 2030
    • TABLE 4: World Recent Past, Current & Future Analysis for Analytical Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 5: World 7-Year Perspective for Analytical Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 6: World Recent Past, Current & Future Analysis for Data Mining & Archiving by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 7: World 7-Year Perspective for Data Mining & Archiving by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 8: World Recent Past, Current & Future Analysis for Optimization Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 9: World 7-Year Perspective for Optimization Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030
    • TABLE 10: World Recent Past, Current & Future Analysis for Visualization Software by Geographic Region - USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 11: World 7-Year Perspective for Visualization Software by Geographic Region - Percentage Breakdown of Value Sales for USA, Canada, Japan, China, Europe, Asia-Pacific and Rest of World for Years 2024 & 2030

III. MARKET ANALYSIS

  • UNITED STATES
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United States for 2024 (E)
    • TABLE 12: USA Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 13: USA 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • CANADA
    • TABLE 14: Canada Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 15: Canada 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • JAPAN
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Japan for 2024 (E)
    • TABLE 16: Japan Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 17: Japan 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • CHINA
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in China for 2024 (E)
    • TABLE 18: China Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 19: China 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • EUROPE
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Europe for 2024 (E)
    • TABLE 20: Europe Recent Past, Current & Future Analysis for Neural Network Software by Geographic Region - France, Germany, Italy, UK and Rest of Europe Markets - Independent Analysis of Annual Sales in US$ Million for Years 2023 through 2030 and % CAGR
    • TABLE 21: Europe 7-Year Perspective for Neural Network Software by Geographic Region - Percentage Breakdown of Value Sales for France, Germany, Italy, UK and Rest of Europe Markets for Years 2024 & 2030
    • TABLE 22: Europe Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 23: Europe 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • FRANCE
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in France for 2024 (E)
    • TABLE 24: France Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 25: France 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • GERMANY
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Germany for 2024 (E)
    • TABLE 26: Germany Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 27: Germany 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • ITALY
    • TABLE 28: Italy Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 29: Italy 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • UNITED KINGDOM
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in the United Kingdom for 2024 (E)
    • TABLE 30: UK Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 31: UK 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • REST OF EUROPE
    • TABLE 32: Rest of Europe Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 33: Rest of Europe 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • ASIA-PACIFIC
    • Neural Network Software Market Presence - Strong/Active/Niche/Trivial - Key Competitors in Asia-Pacific for 2024 (E)
    • TABLE 34: Asia-Pacific Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 35: Asia-Pacific 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030
  • REST OF WORLD
    • TABLE 36: Rest of World Recent Past, Current & Future Analysis for Neural Network Software by Type - Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software - Independent Analysis of Annual Sales in US$ Million for the Years 2023 through 2030 and % CAGR
    • TABLE 37: Rest of World 7-Year Perspective for Neural Network Software by Type - Percentage Breakdown of Value Sales for Analytical Software, Data Mining & Archiving, Optimization Software and Visualization Software for the Years 2024 & 2030

IV. COMPETITION