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세계의 뉴럴 네트워크 소프트웨어 시장 : 종류별, 용도별, 최종사용자별, 지역별 - 성장, 동향, 예측

Neural Network Software Market - Growth, Trends, COVID-19 Impact, and Forecasts (2021 - 2026)

리서치사 Mordor Intelligence Pvt Ltd
발행일 2021년 01월 상품 코드 635839
페이지 정보 영문
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세계의 뉴럴 네트워크 소프트웨어 시장 : 종류별, 용도별, 최종사용자별, 지역별 - 성장, 동향, 예측 Neural Network Software Market - Growth, Trends, COVID-19 Impact, and Forecasts (2021 - 2026)
발행일 : 2021년 01월 페이지 정보 : 영문

본 상품은 영문 자료로 한글과 영문목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문목차를 참고해주시기 바랍니다.

세계의 뉴럴 네트워크 소프트웨어 시장은 2018-2023년긴 35.2%의 높은 연평균 복합 성장률(CAGR)을 나타낼 전망입니다.

세계의 뉴럴 네트워크 소프트웨어(Neural Network Software) 시장을 분석했으며, 기술 개요, 시장의 기본 구조, 주요 시장 성장 촉진요인 및 억제요인, 시장 규모 동향 전망(향후 6년간), 종류별·용도별·최종사용자별·지역별 동향, 주요 기업 개요, 향후 시장 방향성 등의 정보를 정리하여 전해드립니다.

제1장 서론

제2장 분석 접근 및 방법

제3장 개요

제4장 시장 역학

  • 시장 개요
  • 시장 성장 촉진요인
  • 시장 성장 억제요인
  • 업계 매력 : Porter's Five Forces 분석

제5장 뉴럴 네트워크 소프트웨어 시장 세분화

  • 종류별
    • 분석
    • 데이터 마이닝
    • 최적화
    • 시각화
    • 아카이브
    • 기타
  • 용도별
    • 이상 감지(Fraud Detection)
    • 기계 진단
    • 포트폴리오 관리
    • 재무 예측
    • 프로세스 모델링
    • 기타
  • 최종사용자별
    • 정부기관
    • 방위조직
    • 은행, 금융서비스, 보험(BFSI)
    • 의료기관
    • 소매점
    • 미디어
    • 물류
    • 기타
  • 지역별
    • 북미(미국, 캐나다)
    • 유럽(독일, 프랑스, 영국 등)
    • 아시아태평양(인도, 중국, 일본 등)
    • 라틴아메리카(브라질, 멕시코, 아르헨티나 등)
    • 중동 및 아프리카(남아프리카공화국, 사우디아라비아 등)

제6장 기업 개요

  • Google Inc.
  • NVIDIA Corporation
  • HP Development Company, L.P.
  • International Business Machines Corp.
  • SAP SE
  • Intel Corporation
  • Microsoft Corporation
  • DeepMind Technologies Limited
  • Qualcomm Technologies

제7장 투자 분석

제8장 뉴럴 네트워크 소프트웨어 시장 전망

제9장 면책사항

LSH 18.05.25

The Neural Network Software Market was valued at USD 8.30 billion in 2020 and is expected to reach USD 50.66 billion by 2026, at a CAGR of 35.2% over the forecast period 2021 - 2026. The artificial neural network was completely neglected in the early stage of artificial intelligence development, then gradually recognized and became a large-scale algorithm that is leading the AI development trend.

  • The adoption of IoT and connected devices is generating vast structure and unstructured data available with the companies, and it was a tedious job for the processing it, but now with the emerging analytical tools covered the gap and driving the demand for the neural network software market.
  • Moreover, in the analytics field, the trend towards predictive and prescriptive analytics passing over descriptive analytics is driving the growth of neural network software market. The trend is booming as the neural network software offers complete customization according to the application.
  • The increasing industrial automation across the sectors globally is boosting the development of machine learning and its applications in almost all the industries. However, due to the lack of expertise globally, slow adaptation due to operational challenges are restricting market growth.

Key Market Trends

Healthcare Segment to Grow Significantly

  • Health care organizations are leveraging artificial neural networks (ANN), to improve the delivery of care at a reduced cost. Applications of ANN to diagnosis are well-known; however, it is increasingly used to inform health care management decisions.
  • Heathcare has a complex data environment. In lung segmentation, deep learning is used to segment a lung area from the rest of the anatomy so that it can be accurately refined. Whereas bone assessment is a challenging area for direct observation, deep learning is used to keep track of the maneuver helps the physician actually to observe the bone and making decisions.
  • IBM suggested that with increasing capture and digitization of health care data such as electronic medical records and DNA sequences; health care organizations are taking advantage of analyzing large sets of routinely collected digital information to improve service and reduce costs.
  • Neural network software also helps in improving the performances of the standard computer in dealing with such a vast amount of data. Intel teamed up with Philips to deliver high performance, efficient deep-learning inference on X-rays and computed tomography (CT) scans without the need for accelerators like GPU clusters.
  • The global investment in the AI industry is focused on the vertical industry (AI+), vision, big data, data service, and intelligent robotics. According to CAICT 2018 report, the vertical industry represents a 53% share in the number of global AI investments and financing projects. Whereas, healthcare is one of the areas favored area for capital holds a 9% share of this vertical industry share.

North America to Hold the Largest Market Share

  • North America is the largest region for the development for Neural Networks market. Increasing infrastructure and Research and development have boosted the demand for Neural Networks software for applications in problem recognition, forecasting, and formulation.
  • The US is the most technologically advances country in this region with the increasing market for industries, like BFSI, Defense, Healthcare, and Logistics, among others. The neural network software has shown disruptive performance in the BFSI sector in terms of evaluation of loan application and predicting stock market index.
  • For instance, NASDAQ stock exchange rate prediction, it was discovered that a network with three hidden layers was the optimized network with an accuracy of 94.08% for validation dataset.
  • Also, the region maintains the reputation of early adopter for the upcoming technologies with a focus on the process optimization. ADLINK Technology Inc. adopted Intel's OpenVino for guidance, identification, gauging, and inspection for manufacturing processes by integrating machine learning tool.
  • Moreover, industries like Automotives and manufacturing in the region are heavily investing in adopting artificial intelligence for their process optimization which in result increasing the opportunity for the neural network software market.

Competitive Landscape

The market trend for neural network software market is dominated by few players like Intel and Nvidia but in the forecast period and it is expected to follow the similar trend throughout the forecast period even though many players are emerging for offering the software with customization capability according to the end-user.

  • March 2019 - Nvidia introduced AI toolkit for radiologists with continuing focus on AI hardware and software. The toolkit consisting of 13 state-of-the-art classification and segmentation AIs, and software tools built specifically for radiologists is expected to help radiologists use AI and save time and resources.
  • Nov 2018 - Acumos launched its first software from the Acumos AI Project which supports open source innovation in artificial intelligence, machine learning, and deep learning. Acumos AI is a platform and open source framework that makes it easy to build, share and deploy AI apps.

Reasons to Purchase this report:

  • The market estimate (ME) sheet in Excel format
  • 3 months of analyst support

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 Study Assumptions
  • 1.2 Scope of the Study

2 RESEARCH METHODOLOGY

3 EXECUTIVE SUMMARY

4 MARKET DYNAMICS

  • 4.1 Market Overview
  • 4.2 Market Drivers
    • 4.2.1 Availability of Spatial Data and Analytical Tools
    • 4.2.2 Increasing Demand for Predicting Solutions
  • 4.3 Market Restraints
    • 4.3.1 Lack of Expertise and Other Operational Challenges
  • 4.4 Industry Value Chain Analysis
  • 4.5 Industry Attractiveness - Porter's Five Force Analysis
    • 4.5.1 Threat of New Entrants
    • 4.5.2 Bargaining Power of Buyers/Consumers
    • 4.5.3 Bargaining Power of Suppliers
    • 4.5.4 Threat of Substitute Products
    • 4.5.5 Intensity of Competitive Rivalry

5 MARKET SEGMENTATION

  • 5.1 By Application
    • 5.1.1 Fraud Detection
    • 5.1.2 Hardware Diagnostics
    • 5.1.3 Financial Forecasting
    • 5.1.4 Image Optimization
    • 5.1.5 Other Applications
  • 5.2 By End-user Vertical
    • 5.2.1 BFSI
    • 5.2.2 Healthcare
    • 5.2.3 Retail
    • 5.2.4 Defense Agencies
    • 5.2.5 Media
    • 5.2.6 Logistics
    • 5.2.7 Other End-user Verticals
  • 5.3 Geography
    • 5.3.1 North America
      • 5.3.1.1 United States
      • 5.3.1.2 Canada
    • 5.3.2 Europe
      • 5.3.2.1 United Kingdom
      • 5.3.2.2 Germany
      • 5.3.2.3 France
      • 5.3.2.4 Rest of Europe
    • 5.3.3 Asia-Pacific
      • 5.3.3.1 China
      • 5.3.3.2 South Korea
      • 5.3.3.3 Australia
      • 5.3.3.4 Rest of Asia-Pacific
    • 5.3.4 Rest of the World
      • 5.3.4.1 Latin America
      • 5.3.4.2 Middle-East & Africa

6 COMPETITIVE LANDSCAPE

  • 6.1 Company Profiles
    • 6.1.1 IBM Corporation
    • 6.1.2 NVIDIA Corporation
    • 6.1.3 Intel Corporation
    • 6.1.4 Microsoft Corporation
    • 6.1.5 Clarifai Inc.
    • 6.1.6 Alyuda Research LLC
    • 6.1.7 Neural Technologies Ltd.
    • 6.1.8 GMDH LLC
    • 6.1.9 Neural Designer

7 MARKET OPPORTUNITIES AND FUTURE TRENDS

8 INVESTMENT ANALYSIS

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