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市場調查報告書

神經形態計算:機會分析

Neuromorphic Computing: Opportunity Analysis

出版商 Frost & Sullivan 商品編碼 988593
出版日期 內容資訊 英文 62 Pages
商品交期: 最快1-2個工作天內
價格
神經形態計算:機會分析 Neuromorphic Computing: Opportunity Analysis
出版日期: 2020年12月28日內容資訊: 英文 62 Pages
簡介

支持傳統人工智能(AI)的處理器基於基於規則的算法,並針對諸如實時監控和報告之類的應用進行了優化。但是,隨著對全自動解決方案的需求的增長,我們需要可以複製人腦以做出概率決策的感知解決方案。

隨著芯片組體系結構和算法的發展,神經形態芯片集在邏輯上類似於人類生物大腦中的神經元,並有效執行複雜的決策任務,具有處理能力。神經形態計算有潛力成為醫療保健,製造業,航空航天和國防領域應用的重要突破。

隨著政府機構和一級OEM的資金和相關支持的增加,預計神經形態解決方案將在未來幾年中吸引風險投資家和政府的關注。

本報告探討了神經形態計算市場,並提供了有關技術前景,生態系統分析,增長機會和策略的信息。

目錄

戰略帝國

第1章執行摘要

  • 技術創新研究範圍
  • 調查方法
  • 調查過程和調查方法
  • 主要發現摘要
  • 技術實現對基於神經形態計算的應用程序的影響

第2章神經形態計算技術狀況

  • 概述:神經形態計算技術的觀點
  • 研發趨勢:關鍵的研發領域,可增強有創BCI解決方案的商業化潛力
  • 未來產品開發中應強調的技術屬性
  • 研發增長因素:政府對研發計劃的支持
  • 促進神經形態計算發展的市場增長因素
  • 瓶頸:將大量突觸分散在一個小的芯片組中會阻礙神經形態計算空間的擴展
  • 主要瓶頸:商業化進程和高製造成本
  • 專利分析:中國成為神經計算行業的創新中心
  • 專利分析:半導體巨頭正在開發突破性的神經技術
  • 區域分析:支持神經形態計算領域研究計劃的全球政府支持組織

第3章生態系統分析

  • 產業價值鏈
  • 產業擴張生態系統
  • 競爭概述:憑藉能夠進行高速數據傳輸的植入物解決方案開拓未來
  • 價值鏈分析:大學和研究機構的作用
  • 價值鏈分析:歐洲和中國積極開發神經形態解決方案
  • 價值鏈分析:世界領先公司的作用
  • 價值鏈分析:世界上神經形態芯片的創新
  • 基於BCI的新醫療應用
  • 著名的新興神經技術初創企業
  • 神經計算領域的新公司等

第4章神經形態計算應用程序多樣性

  • 基於行業影響和上市時間的應用細分
  • 醫療保健
  • 機器人,製造,安全,監控
  • 家庭自動化,零售,銀行,金融
  • 汽車,能源,航空航天,國防

第5章增長機會和戰略見識

  • 侵入式和非侵入式解決方案的增長機會
  • 神經形態解決方案的增長路線圖在短期內取決於IP產品組合的實力
  • COVID-19對神經形態計算應用程序的影響

第6章主要聯繫信息

  • 主要聯繫人

下一步

目錄
Product Code: D9E1

Invasive and Non-invasive Solutions Drive Opportunities in the Neuromorphic Computing Industry

Conventional artificial intelligence (AI)-enabled processors are based on rule-based algorithms and are optimized for applications, such as real-time monitoring and reporting. However, with increasing demand for fully autonomous solutions, there is a need for perceptive solutions capable of making probabilistic decisions, replicating the human brain.

With technology advancements in chipset architecture and algorithms, neuromorphic chipsets are processing powerhouses that are logically analogous to neurons that exist in biological human brains and efficiently perform complicated decision-making tasks. Neuromorphic computing holds the potential to emerge as a vital breakthrough in applications across the healthcare, manufacturing, and aerospace & defense sectors. With increased funding and related support from government bodies and Tier-1 OEMs, neuromorphic solutions are poised to witness exponential traction from venture capitalists and government bodies in the years to come.

Key Questions Answered in the Technology and Innovation Study:

  • What is the significance of neuromorphic computing technology and its impact?
  • What are the current trends and developments that are driving the opportunities for neuromorphic computing technologies in the global market?
  • What are the technology capabilities of various emerging technologies in invasive and non-invasive segment boosting the neuromorphic computing ?
  • Key innovations and their application impact
  • IP and Funding scenario
  • Growth opportunities and critical success factors
  • What sort of strategies do OEMs need to embrace to gain entry and sustain in the competitive marketplace?

Table of Contents

STRATEGIC IMPERATIVES

  • The Strategic Imperative 8™
  • The Strategic Imperative 8™
  • ABOUT THE GROWTH PIPELINE ENGINE™
  • Growth Opportunities Fuel the Growth Pipeline Engine™

CHAPTER 1.0 - EXECUTIVE SUMMARY

  • 1.1 Scope of the Technology and Innovation Research
  • 1.2 Research Methodology
  • 1.3 Research Process and Methodology
  • 1.4 Summary of the Key Findings
  • 1.5 Impact of Enabling Technologies in Neuromorphic Computing based Applications

CHAPTER 2.0 - TECHNOLOGY LANDSCAPE OF NEUROMORPHIC COMPUTING

  • 2.1 Neuromorphic computing Technology Landscape - An Overview
  • 2.2 R&D Trends: Key R&D Areas Strengthening Commercialization Potential of Invasive BCI Solutions
  • 2.3 Key Technology Attributes to Focus on for Future Product Development
  • 2.4 R&D Drivers: Government Supporting R&D Initiatives is a Major Driving Force for Advancements in Neuromorphic computing
  • 2.5 Market Drivers Accelerating the Growth of Neuromorphic Computing
  • 2.6 Distributing Large Amount of Synapses on a Single Compact Chipset is a Major Bottleneck Hindering Wide-Scale Advancements in Neuromorphic Computing Space
  • 2.7 commercialization Pace and High Manufacturing cost are major bottlenecks for Neuromorphic computing
  • 2.8 commercialization Pace and High Manufacturing cost are major bottlenecks for Neuromorphic computing
  • 2.9 Patent Analysis: China Emerging as an Innovation Hub in Neurocomputing Industry
  • 2.10 Patent Analysis: Semiconductor Giants Developing Breakthrough Neuro-Technologies
  • 2.11 Regional Analysis: Government-Backed Organizations Across the Globe Supporting Research Initiatives in Neuromorphic Computing Domain

CHAPTER 3.0 - STAKEHOLDER ECOSYSTEM ANALYSIS IN NEUROMORPHIC COMPUTING

  • 3.1 Value Chain Diagram of Neuromorphic Computing Industry
  • 3.2 Extended Ecosystem of Neuromorphic Computing Industry
  • 3.3 Competition Overview: Implanted Solutions Capable to Transfer Data at High Speed Holds the Future
  • 3.4 Analysis of Value Chain - Role of Universities and Research Institutes
  • 3.5 Analysis of Value Chain - Europe and China Are Actively involved in Development of neuromorphic solutions
  • 3.6 Analysis of Value Chain - Role of Major Global Companies
  • 3.7 Analysis of Value Chain - Innovations in Neuromorphic Chips Globally
  • 3.8 Analysis of Value Chain - Supportive Pillars Propelling the Advancements in Neuromorphic Computing
  • 3.9 Funding Analysis: BCI and Machine Learning are Major Supported Areas in the Field of Neuromorphic Computing
  • 3.10 Funding Analysis: Governmental Support With interest from venture capitalists is key to development of neurocomputing solutions
  • 3.11 Analysis of Value Chain - Role of Hardware Manufacturers
  • 3.12 Analysis of Value Chain - leveraging Fabrication technologies, embedded Memories, SoCs and FPGAs for developing solutions in neuromorphic computing
  • 3.13 Start-Up Analysis: Promising Start-Ups Developing Non-Invasive BCI Solutions Gaining Traction from VC Funds and Tier-1 OEMs
  • 3.14 Emerging BCI-based Medical Applications
  • 3.15 Emerging Neuro-Tech Start-Ups to Watch-Out
  • 3.16 Emerging Start-Ups in neurocomputing Domain

CHAPTER 4.0 - APPLICATION DIVERSITY OF NEUROMORPHIC COMPUTING

  • 4.1 Application Segmentation Based on Industry Impact and Time to Market
  • 4.2 Analysis of Applications Impacted by Neuromorphic Computing - Healthcare
  • 4.3 Analysis of Applications Impacted by Neuromorphic Computing - Robotics, Manufacturing, security and surveillance
  • 4.4 Analysis of Applications Impacted by Neuromorphic Computing - Home Automation, Retail, Banking and Finance
  • 4.5 Analysis of Applications Impacted by Neuromorphic Computing - Automotive, Energy, Aerospace and defence

CHAPTER 5.0 - GROWTH OPPORTUNITIES AND STRATEGIC INSIGHTS

  • 5.1 Growth Opportunities for Invasive and Non-invasive Solutions
  • 5.2 Growth Roadmap for Neuromorphic solutions will depend on the strength of IP portfolio in near term
  • 5.3 Impact of COVID-19 in Neuromorphic Computing Applications
  • 5.4 Growth Roadmap for Neuromorphic solutions will depend on the strength of IP portfolio in near term

6.0 KEY CONTACTS

  • 6.1 Key Contacts

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