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市場調査レポート
商品コード
1402147

人工ニューラルネットワークの世界市場調査レポート:産業分析、規模、シェア、成長、動向、2023年から2030年までの予測

Global Artificial Neural Network Market Research Report - Industry Analysis, Size, Share, Growth, Trends and Forecast 2023 to 2030

出版日: | 発行: Value Market Research | ページ情報: 英文 189 Pages | 納期: 即日から翌営業日

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人工ニューラルネットワークの世界市場調査レポート:産業分析、規模、シェア、成長、動向、2023年から2030年までの予測
出版日: 2023年12月01日
発行: Value Market Research
ページ情報: 英文 189 Pages
納期: 即日から翌営業日
  • 全表示
  • 概要
  • 図表
  • 目次
概要

人工ニューラルネットワーク市場の世界需要は、2022年の2億1,144万米ドルから2030年には10億1,013万米ドル近くの市場規模に達すると推定され、調査期間2023~2030年のCAGRは21.59%です。

人工ニューラルネットワークまたはANNは、人間の脳に見られるニューラルネットワークの構造と動作からインスピレーションを得た計算フレームワークです。これは、生物学的なニューラルネットワークが機能する方法に似た方法で情報を処理することにより、複雑な問題を解決するように設計された機械学習技術です。

市場力学

技術の進歩、特に計算能力の進歩は、より大規模で洗練されたニューラルネットワークの開発を可能にしています。この進歩は、豊富なデータの入手可能性と相まって、高精度の人工ニューラルネットワークの訓練を容易にし、市場の拡大を促進します。業界全体におけるAIソリューションへの需要の高まりが、その採用を後押ししています。医療、金融、製造業などでの応用が複雑な問題に対処し、市場成長を促進しています。さらに、機械学習のサブセットであるディープラーニングの進歩は、多層ニューラルネットワークを活用し、複雑なパターンを学習する能力によりANNの採用を促進しています。画像認識や音声認識、NLP、自律走行車など、人工ニューラルネットワークの多様なアプリケーションは業界固有のニーズに対応し、市場の需要をさらに促進しています。AI研究への投資は、効率性と競合を求める企業によるAI主導型ソリューションの急速な採用と相まって、市場拡大に大きく寄与しています。アルゴリズムとアーキテクチャの最適化を通じてANNのスケーラビリティ、効率、性能を向上させる取り組みは、人工ニューラルネットワークを多様な産業にわたるAIソリューションの不可欠なコンポーネントとして確固たるものにし、その普及をさらに促進します。

この調査レポートは、ポーターのファイブフォースモデル、市場魅力度分析、バリューチェーン分析を対象としています。これらのツールは、業界の構造を明確に把握し、世界レベルでの競合の魅力を評価するのに役立ちます。さらに、これらのツールは、人工ニューラルネットワークの世界市場における各セグメントを包括的に評価することもできます。人工ニューラルネットワーク産業の成長と動向は、この調査に全体的なアプローチを提供します。

地域分析

本セクションでは、北米、欧州、アジア太平洋、ラテンアメリカ、中東・アフリカにおける人工ニューラルネットワーク市場の現在と将来の需要を強調する地域展望をカバーします。さらに、すべての主要地域における個々の用途セグメントの需要・推定・予測にも焦点を当てています。

カスタム要件がある場合は、お問い合わせください。当社の調査チームは、お客様のニーズに応じてカスタマイズしたレポートを提供することができます。

目次

第1章 序文

第2章 エグゼクティブサマリー

  • 市場のハイライト
  • 世界市場スナップショット

第3章 人工ニューラルネットワーク-産業分析

  • イントロダクション:市場力学
  • 市場の促進要因
  • 市場抑制要因
  • 市場機会
  • 産業動向
  • ポーターのファイブフォース分析
  • 市場魅力度分析

第4章 バリューチェーン分析

  • バリューチェーン分析
  • 原材料分析
    • 原材料リスト
    • 原材料メーカーリスト
    • 主要原材料の価格動向
  • 潜在的バイヤーのリスト
  • マーケティングチャネル
    • ダイレクトマーケティング
    • インダイレクトマーケティング
    • マーケティングチャネル発展動向

第5章 人工ニューラルネットワークの世界市場分析:コンポーネント別

  • コンポーネント別概要
  • 実績データと予測データ
  • コンポーネント別分析
  • ソリューション
  • プラットフォーム/API
  • サービス(マネージドサービス、プロフェッショナルサービス(コンサルティングサービス、展開&インテグレーション)、サポート&メンテナンスサービス)

第6章 人工ニューラルネットワークの世界市場分析:用途別

  • 用途別概要
  • 実績データと予測データ
  • 用途別分析
  • 画像認識
  • 信号認識
  • データ鉱業
  • その他(レコメンダーシステム、創薬)

第7章 人工ニューラルネットワークの世界市場分析:展開形態別

  • 展開形態別概要
  • 実績データと予測データ
  • 展開形態別分析
  • オンプレミス
  • クラウド

第8章 人工ニューラルネットワークの世界市場分析:業界別

  • 業界別概要
  • 実績データと予測データ
  • 業界別分析
  • 銀行、金融サービス、保険(BFSI)
  • 小売・Eコマース
  • 通信・情報技術(IT)
  • 医療ライフサイエンス
  • 製造業
  • 政府・防衛
  • 運輸・物流
  • その他(メディア・エンターテインメント、旅行・ホスピタリティ、教育)

第9章 人工ニューラルネットワークの世界市場分析:地域別

  • 地域別展望
  • イントロダクション
  • 北米売上分析
    • 概要、実績と予測
    • 北米:セグメント別
    • 北米:国別
    • 米国
    • カナダ
    • メキシコ
  • 欧州売上分析
    • 概要、実績と予測
    • 欧州:セグメント別
    • 欧州:国別
    • 英国
    • フランス
    • ドイツ
    • イタリア
    • ロシア
    • その他の欧州
  • アジア太平洋売上分析
    • 概要、実績と予測
    • アジア太平洋:セグメント別
    • アジア太平洋:国別
    • 中国
    • インド
    • 日本
    • 韓国
    • オーストラリア
    • 東南アジア
    • その他のアジア太平洋
  • ラテンアメリカ売上分析
    • 概要、実績と予測
    • ラテンアメリカ:セグメント別
    • ラテンアメリカ:国別
    • ブラジル
    • アルゼンチン
    • ペルー
    • チリ
    • その他のラテンアメリカ
  • 中東・アフリカ売上分析
    • 概要、実績と予測
    • 中東・アフリカ:セグメント別
    • 中東・アフリカ:国別
    • サウジアラビア
    • アラブ首長国連邦
    • イスラエル
    • 南アフリカ
    • その他の中東とアフリカ

第10章 人工ニューラルネットワーク企業の競合情勢

  • 人工ニューラルネットワーク市場の競合
  • 提携/協力/合意
  • 合併・買収
  • 新製品の発売
  • その他の開発

第11章 企業プロファイル

  • 企業シェア分析
  • 市場集中度
  • Google(米国)
  • IBM(米国)
  • Oracle(米国)
  • Microsoft(米国)
  • Intel(米国)
  • Qualcomm(米国)
  • Alyuda(米国)
  • Ward Systems(米国)
  • GMDH LLC(米国)
  • Starmind(スイス)
  • NeuralWare(米国)
  • Neurala(米国)
  • Clarifai(米国)
図表

LIST OF TABLES

  • Market Snapshot
  • Drivers : Impact Analysis
  • Restraints : Impact Analysis
  • List of Raw Material
  • List of Raw Material Manufactures
  • List of Potential Buyers
  • Analysis by Component (USD MN)
  • Solutions Market Sales by Geography (USD MN)
  • Platform/API Market Sales by Geography (USD MN)
  • Services (Managed Services, Professional Services (Consulting Services, Deployment And Integration, Support And Maintenance Services)) Market Sales by Geography (USD MN)
  • Analysis Market by Application (USD MN)
  • Image Recognition Market Sales by Geography (USD MN)
  • Signal Recognition Market Sales by Geography (USD MN)
  • Data Mining Market Sales by Geography (USD MN)
  • Others (Recommender System And Drug Discovery) Market Sales by Geography (USD MN)
  • Analysis by Deployment Mode (USD MN)
  • On-premises Market Sales by Geography (USD MN)
  • Cloud Market Sales by Geography (USD MN)
  • Analysis by Industry Vertical (USD MN)
  • Banking, Financial Services, And Insurance (BFSI) Market Sales by Geography (USD MN)
  • Retail And Ecommerce Market Sales by Geography (USD MN)
  • Telecommunication And Information Technology (IT) Market Sales by Geography (USD MN)
  • Healthcare And Life Sciences Market Sales by Geography (USD MN)
  • Manufacturing Market Sales by Geography (USD MN)
  • Government And Defense Market Sales by Geography (USD MN)
  • Transportation And Logistics Market Sales by Geography (USD MN)
  • Others (Media And Entertainment, Travel And Hospitality, And Education) Market Sales by Geography (USD MN)
  • Global Artificial Neural Network Market Sales by Geography (USD MN)
  • North America Market Analysis (USD MN)
  • United State Market Analysis (USD MN)
  • Canada Market Analysis (USD MN)
  • Mexico Market Analysis (USD MN)
  • Europe Market Analysis (USD MN)
  • Europe Market Estimate by Country (USD MN)
  • United Kingdom Market Analysis (USD MN)
  • France Market Analysis (USD MN)
  • Germany Market Analysis (USD MN)
  • Italy Market Analysis (USD MN)
  • Russia Market Analysis (USD MN)
  • Spain Market Analysis (USD MN)
  • Rest of Europe Market Analysis (USD MN)
  • Asia Pacific Market Analysis (USD MN)
  • China Market Analysis (USD MN)
  • Japan Market Analysis (USD MN)
  • India Market Analysis (USD MN)
  • South Korea Market Analysis (USD MN)
  • Australia Market Analysis (USD MN)
  • South East Asia Market Analysis (USD MN)
  • Rest of Asia Pacific Market Analysis (USD MN)
  • Latin America Market Analysis (USD MN)
  • Brazil Market Analysis (USD MN)
  • Argentina Market Analysis (USD MN)
  • Peru Market Analysis (USD MN)
  • Chile Market Analysis (USD MN)
  • Rest of Latin America Market Analysis (USD MN)
  • Middle East & Africa Market Analysis (USD MN)
  • Saudi Arabia Market Analysis (USD MN)
  • UAE Market Analysis (USD MN)
  • Israel Market Analysis (USD MN)
  • South Africa Market Analysis (USD MN)
  • Rest of Middle East and Africa Market Analysis (USD MN)
  • Partnership/Collaboration/Agreement
  • Mergers And Acquisition

LIST OF FIGURES

  • Research Scope of Artificial Neural Network Report
  • Market Research Process
  • Market Research Methodology
  • Global Artificial Neural Network Market Size, by Region (USD MN)
  • Porters Five Forces Analysis
  • Market Attractiveness Analysis by Component
  • Market Attractiveness Analysis by Application
  • Market Attractiveness Analysis by Deployment Mode
  • Market Attractiveness Analysis by Industry Vertical
  • Market Attractiveness Analysis by Region
  • Value Chain Analysis
  • Global Market Analysis by Component (USD MN)
  • Solutions Market Sales by Geography (USD MN)
  • Platform/API Market Sales by Geography (USD MN)
  • Services (Managed Services, Professional Services (Consulting Services, Deployment And Integration, Support And Maintenance Services)) Market Sales by Geography (USD MN)
  • Global Market Analysis by Application (USD MN)
  • Image Recognition Market Sales by Geography (USD MN)
  • Signal Recognition Market Sales by Geography (USD MN)
  • Data Mining Market Sales by Geography (USD MN)
  • Others (Recommender System And Drug Discovery) Market Sales by Geography (USD MN)
  • Global Market Analysis by Deployment Mode (USD MN)
  • On-premises Market Sales by Geography (USD MN)
  • Cloud Market Sales by Geography (USD MN)
  • Global Market Analysis by Industry Vertical (USD MN)
  • Banking, Financial Services, And Insurance (BFSI) Market Sales by Geography (USD MN)
  • Retail And Ecommerce Market Sales by Geography (USD MN)
  • Telecommunication And Information Technology (IT) Market Sales by Geography (USD MN)
  • Healthcare And Life Sciences Market Sales by Geography (USD MN)
  • Manufacturing Market Sales by Geography (USD MN)
  • Government And Defense Market Sales by Geography (USD MN)
  • Transportation And Logistics Market Sales by Geography (USD MN)
  • Others (Media And Entertainment, Travel And Hospitality, And Education) Market Sales by Geography (USD MN)
  • Global Market Sales (USD MN)
  • North America Market Sales (USD MN)
  • Europe Market Sales (USD MN)
  • Asia Pacific Market Sales (USD MN)
  • Latin America Market Sales (USD MN)
  • Middle East & Africa Market Sales (USD MN)
  • Recent Development in Industry
  • Top Company Market Share Analysis

Kindly note that the above listed are the basic tables and figures of the report and are not limited to the TOC.

目次
Product Code: VMR112113055

The global demand for Artificial Neural Network Market is presumed to reach the market size of nearly USD 1010.13 MN by 2030 from USD 211.44 MN in 2022 with a CAGR of 21.59% under the study period 2023 - 2030.

An artificial neural network or ANN is a computational framework that draws inspiration from the structure and operations of neural networks found in the human brain. It's a machine learning technique designed to solve complex problems by processing information in a manner akin to the way biological neural networks function.

MARKET DYNAMICS

Technological advancements, especially in computational power, enable the development of larger and more sophisticated neural networks. This progress, coupled with the abundant availability of data, facilitates the training of highly accurate artificial neural networks, fostering market expansion. Increased demand for AI solutions across industries fuels its adoption. Their applications in healthcare, finance, manufacturing, and more address complex problems, driving market growth. Furthermore, advancements in Deep Learning, a subset of machine learning, leverage multi-layered neural networks, enhancing ANN adoption due to their capability to learn intricate patterns. Artificial neural networks' diverse applications in image and speech recognition, NLP, and autonomous vehicles cater to industry-specific needs, further propelling market demand. Investments in AI research, coupled with the rapid adoption of AI-driven solutions by businesses seeking efficiency and competitive edges, contribute significantly to market expansion. Efforts to improve the scalability, efficiency, and performance of ANNs through optimizations in algorithms and architectures further drive their widespread adoption, solidifying artificial neural networks as integral components of AI solutions across diverse industries.

The research report covers Porter's Five Forces Model, Market Attractiveness Analysis, and Value Chain analysis. These tools help to get a clear picture of the industry's structure and evaluate the competition attractiveness at a global level. Additionally, these tools also give an inclusive assessment of each segment in the global market of artificial neural network. The growth and trends of artificial neural network industry provide a holistic approach to this study.

MARKET SEGMENTATION

This section of the artificial neural network market report provides detailed data on the segments at country and regional level, thereby assisting the strategist in identifying the target demographics for the respective product or services with the upcoming opportunities.

By Component

  • Solutions
  • Platform/ApI
  • Services (Managed Services, Professional Services (Consulting Services, Deployment And Integration, Support And Maintenance Services))

By Application

  • Image Recognition
  • Signal Recognition
  • Data Mining
  • Others (Recommender System And Drug Discovery)

By Deployment Mode

  • On-Premises
  • Cloud

By Industry Vertical

  • Banking, Financial Services, And Insurance (BFSI)
  • Retail And Ecommerce
  • Telecommunication And Information Technology (IT)
  • Healthcare And Life Sciences
  • Manufacturing
  • Government And Defense
  • Transportation And Logistics
  • Others (Media And Entertainment, Travel And Hospitality, And Education)

REGIONAL ANALYSIS

This section covers the regional outlook, which accentuates current and future demand for the Artificial Neural Network market across North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa. Further, the report focuses on demand, estimation, and forecast for individual application segments across all the prominent regions.

The research report also covers the comprehensive profiles of the key players in the market and an in-depth view of the competitive landscape worldwide. The major players in the Artificial Neural Network market include Google (US), IBM (US), Oracle (US), Microsoft (US), Intel (US), Qualcomm (US), Alyuda (US), Ward Systems (US), GMDH, LLC (US), Starmind (Switzerland), NeuralWare (US), Neurala (US), and Clarifai (US). This section consists of a holistic view of the competitive landscape that includes various strategic developments such as key mergers & acquisitions, future capacities, partnerships, financial overviews, collaborations, new product developments, new product launches, and other developments.

In case you have any custom requirements, do write to us. Our research team can offer a customized report as per your need.

TABLE OF CONTENTS

1 . PREFACE

  • 1.1. Report Description
    • 1.1.1. Objective
    • 1.1.2. Target Audience
    • 1.1.3. Unique Selling Proposition (USP) & offerings
  • 1.2. Research Scope
  • 1.3. Research Methodology
    • 1.3.1. Market Research Process
    • 1.3.2. Market Research Methodology

2 . EXECUTIVE SUMMARY

  • 2.1. Highlights of Market
  • 2.2. Global Market Snapshot

3 . ARTIFICIAL NEURAL NETWORK - INDUSTRY ANALYSIS

  • 3.1. Introduction - Market Dynamics
  • 3.2. Market Drivers
  • 3.3. Market Restraints
  • 3.4. Opportunities
  • 3.5. Industry Trends
  • 3.6. Porter's Five Force Analysis
  • 3.7. Market Attractiveness Analysis
    • 3.7.1 Market Attractiveness Analysis By Component
    • 3.7.2 Market Attractiveness Analysis By Application
    • 3.7.3 Market Attractiveness Analysis By Deployment Mode
    • 3.7.4 Market Attractiveness Analysis By Industry Vertical
    • 3.7.5 Market Attractiveness Analysis By Region

4 . VALUE CHAIN ANALYSIS

  • 4.1. Value Chain Analysis
  • 4.2. Raw Material Analysis
    • 4.2.1. List of Raw Materials
    • 4.2.2. Raw Material Manufactures List
    • 4.2.3. Price Trend of Key Raw Materials
  • 4.3. List of Potential Buyers
  • 4.4. Marketing Channel
    • 4.4.1. Direct Marketing
    • 4.4.2. Indirect Marketing
    • 4.4.3. Marketing Channel Development Trend

5 . GLOBAL ARTIFICIAL NEURAL NETWORK MARKET ANALYSIS BY COMPONENT

  • 5.1 Overview by Component
  • 5.2 Historical and Forecast Data
  • 5.3 Analysis by Component
  • 5.4 Solutions Historic and Forecast Sales by Regions
  • 5.5 Platform/API Historic and Forecast Sales by Regions
  • 5.6 Services (Managed Services, Professional Services (Consulting Services, Deployment And Integration, Support And Maintenance Services)) Historic and Forecast Sales by Regions

6 . GLOBAL ARTIFICIAL NEURAL NETWORK MARKET ANALYSIS BY APPLICATION

  • 6.1 Overview by Application
  • 6.2 Historical and Forecast Data
  • 6.3 Analysis by Application
  • 6.4 Image Recognition Historic and Forecast Sales by Regions
  • 6.5 Signal Recognition Historic and Forecast Sales by Regions
  • 6.6 Data Mining Historic and Forecast Sales by Regions
  • 6.7 Others (Recommender System And Drug Discovery) Historic and Forecast Sales by Regions

7 . GLOBAL ARTIFICIAL NEURAL NETWORK MARKET ANALYSIS BY DEPLOYMENT MODE

  • 7.1 Overview by Deployment Mode
  • 7.2 Historical and Forecast Data
  • 7.3 Analysis by Deployment Mode
  • 7.4 On-premises Historic and Forecast Sales by Regions
  • 7.5 Cloud Historic and Forecast Sales by Regions

8 . GLOBAL ARTIFICIAL NEURAL NETWORK MARKET ANALYSIS BY INDUSTRY VERTICAL

  • 8.1 Overview by Industry Vertical
  • 8.2 Historical and Forecast Data
  • 8.3 Analysis by Industry Vertical
  • 8.4 Banking, Financial Services, And Insurance (BFSI) Historic and Forecast Sales by Regions
  • 8.5 Retail And Ecommerce Historic and Forecast Sales by Regions
  • 8.6 Telecommunication And Information Technology (IT) Historic and Forecast Sales by Regions
  • 8.7 Healthcare And Life Sciences Historic and Forecast Sales by Regions
  • 8.8 Manufacturing Historic and Forecast Sales by Regions
  • 8.9 Government And Defense Historic and Forecast Sales by Regions
  • 8.10. Transportation And Logistics Historic and Forecast Sales by Regions
  • 8.11 Others (Media And Entertainment, Travel And Hospitality, And Education) Historic and Forecast Sales by Regions

9 . GLOBAL ARTIFICIAL NEURAL NETWORK MARKET ANALYSIS BY GEOGRAPHY

  • 9.1. Regional Outlook
  • 9.2. Introduction
  • 9.3. North America Sales Analysis
    • 9.3.1. Overview, Historic and Forecast Data Sales Analysis
    • 9.3.2. North America By Segment Sales Analysis
    • 9.3.3. North America By Country Sales Analysis
    • 9.3.4. United State Sales Analysis
    • 9.3.5. Canada Sales Analysis
    • 9.3.6. Mexico Sales Analysis
  • 9.4. Europe Sales Analysis
    • 9.4.1. Overview, Historic and Forecast Data Sales Analysis
    • 9.4.2. Europe by Segment Sales Analysis
    • 9.4.3. Europe by Country Sales Analysis
    • 9.4.4. United Kingdom Sales Analysis
    • 9.4.5. France Sales Analysis
    • 9.4.6. Germany Sales Analysis
    • 9.4.7. Italy Sales Analysis
    • 9.4.8. Russia Sales Analysis
    • 9.4.9. Rest Of Europe Sales Analysis
  • 9.5. Asia Pacific Sales Analysis
    • 9.5.1. Overview, Historic and Forecast Data Sales Analysis
    • 9.5.2. Asia Pacific by Segment Sales Analysis
    • 9.5.3. Asia Pacific by Country Sales Analysis
    • 9.5.4. China Sales Analysis
    • 9.5.5. India Sales Analysis
    • 9.5.6. Japan Sales Analysis
    • 9.5.7. South Korea Sales Analysis
    • 9.5.8. Australia Sales Analysis
    • 9.5.9. South East Asia Sales Analysis
    • 9.5.10. Rest Of Asia Pacific Sales Analysis
  • 9.6. Latin America Sales Analysis
    • 9.6.1. Overview, Historic and Forecast Data Sales Analysis
    • 9.6.2. Latin America by Segment Sales Analysis
    • 9.6.3. Latin America by Country Sales Analysis
    • 9.6.4. Brazil Sales Analysis
    • 9.6.5. Argentina Sales Analysis
    • 9.6.6. Peru Sales Analysis
    • 9.6.7. Chile Sales Analysis
    • 9.6.8. Rest of Latin America Sales Analysis
  • 9.7. Middle East & Africa Sales Analysis
    • 9.7.1. Overview, Historic and Forecast Data Sales Analysis
    • 9.7.2. Middle East & Africa by Segment Sales Analysis
    • 9.7.3. Middle East & Africa by Country Sales Analysis
    • 9.7.4. Saudi Arabia Sales Analysis
    • 9.7.5. UAE Sales Analysis
    • 9.7.6. Israel Sales Analysis
    • 9.7.7. South Africa Sales Analysis
    • 9.7.8. Rest Of Middle East And Africa Sales Analysis

10 . COMPETITIVE LANDSCAPE OF THE ARTIFICIAL NEURAL NETWORK COMPANIES

  • 10.1. Artificial Neural Network Market Competition
  • 10.2. Partnership/Collaboration/Agreement
  • 10.3. Merger And Acquisitions
  • 10.4. New Product Launch
  • 10.5. Other Developments

11 . COMPANY PROFILES OF ARTIFICIAL NEURAL NETWORK INDUSTRY

  • 11.1. Company Share Analysis
  • 11.2. Market Concentration Rate
  • 11.3. Google (US)
    • 11.3.1. Company Overview
    • 11.3.2. Company Revenue
    • 11.3.3. Products
    • 11.3.4. Recent Developments
  • 11.4. IBM (US)
    • 11.4.1. Company Overview
    • 11.4.2. Company Revenue
    • 11.4.3. Products
    • 11.4.4. Recent Developments
  • 11.5. Oracle (US)
    • 11.5.1. Company Overview
    • 11.5.2. Company Revenue
    • 11.5.3. Products
    • 11.5.4. Recent Developments
  • 11.6. Microsoft (US)
    • 11.6.1. Company Overview
    • 11.6.2. Company Revenue
    • 11.6.3. Products
    • 11.6.4. Recent Developments
  • 11.7. Intel (US)
    • 11.7.1. Company Overview
    • 11.7.2. Company Revenue
    • 11.7.3. Products
    • 11.7.4. Recent Developments
  • 11.8. Qualcomm (US)
    • 11.8.1. Company Overview
    • 11.8.2. Company Revenue
    • 11.8.3. Products
    • 11.8.4. Recent Developments
  • 11.9. Alyuda (US)
    • 11.9.1. Company Overview
    • 11.9.2. Company Revenue
    • 11.9.3. Products
    • 11.9.4. Recent Developments
  • 11.10. Ward Systems (US)
    • 11.10.1. Company Overview
    • 11.10.2. Company Revenue
    • 11.10.3. Products
    • 11.10.4. Recent Developments
  • 11.11. GMDH LLC (US)
    • 11.11.1. Company Overview
    • 11.11.2. Company Revenue
    • 11.11.3. Products
    • 11.11.4. Recent Developments
  • 11.12. Starmind (Switzerland)
    • 11.12.1. Company Overview
    • 11.12.2. Company Revenue
    • 11.12.3. Products
    • 11.12.4. Recent Developments
  • 11.13. NeuralWare (US)
    • 11.13.1. Company Overview
    • 11.13.2. Company Revenue
    • 11.13.3. Products
    • 11.13.4. Recent Developments
  • 11.14. Neurala (US)
    • 11.14.1. Company Overview
    • 11.14.2. Company Revenue
    • 11.14.3. Products
    • 11.14.4. Recent Developments
  • 11.15. Clarifai (US)
    • 11.15.1. Company Overview
    • 11.15.2. Company Revenue
    • 11.15.3. Products
    • 11.15.4. Recent Developments

Note - in company profiling, financial details and recent development are subject to availability or might not be covered in case of private companies