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市场调查报告书
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988593

神经形态计算:机会分析

Neuromorphic Computing: Opportunity Analysis

出版日期: | 出版商: Frost & Sullivan | 英文 62 Pages | 商品交期: 最快1-2个工作天内

价格
  • 全貌
  • 简介
  • 目录
简介

支持传统人工智能(AI)的处理器基于基于规则的算法,并针对诸如实时监控和报告之类的应用进行了优化。但是,随著对全自动解决方案的需求的增长,我们需要可以复制人脑以做出概率决策的感知解决方案。

随著芯片组体系结构和算法的发展,神经形态芯片集在逻辑上类似于人类生物大脑中的神经元,并有效执行复杂的决策任务,具有处理能力。神经形态计算有潜力成为医疗保健,制造业,航空航天和国防领域应用的重要突破。

随著政府机构和一级OEM的资金和相关支持的增加,预计神经形态解决方案将在未来几年中吸引风险投资家和政府的关注。

本报告探讨了神经形态计算市场,并提供了有关技术前景,生态系统分析,增长机会和策略的信息。

目录

战略帝国

第1章执行摘要

  • 技术创新研究范围
  • 调查方法
  • 调查过程和调查方法
  • 主要发现摘要
  • 技术实现对基于神经形态计算的应用程序的影响

第2章神经形态计算技术状况

  • 概述:神经形态计算技术的觀点
  • 研发趋势:关键的研发领域,可增强有创BCI解决方案的商业化潜力
  • 未来产品开发中应强调的技术属性
  • 研发增长因素:政府对研发计划的支持
  • 促进神经形态计算发展的市场增长因素
  • 瓶颈:将大量突触分散在一个小的芯片组中会阻碍神经形态计算空间的扩展
  • 主要瓶颈:商业化进程和高制造成本
  • 专利分析:中国成为神经计算行业的创新中心
  • 专利分析:半导体巨头正在开发突破性的神经技术
  • 区域分析:支持神经形态计算领域研究计划的全球政府支持组织

第3章生态系统分析

  • 产业价值链
  • 产业扩张生态系统
  • 竞争概述:凭藉能够进行高速数据传输的植入物解决方案开拓未来
  • 价值链分析:大学和研究机构的作用
  • 价值链分析:欧洲和中国积极开发神经形态解决方案
  • 价值链分析:世界领先公司的作用
  • 价值链分析:世界上神经形态芯片的创新
  • 基于BCI的新医疗应用
  • 著名的新兴神经技术初创企业
  • 神经计算领域的新公司等

第4章神经形态计算应用程序多样性

  • 基于行业影响和上市时间的应用细分
  • 医疗保健
  • 机器人,制造,安全,监控
  • 家庭自动化,零售,银行,金融
  • 汽车,能源,航空航天,国防

第5章增长机会和战略见识

  • 侵入式和非侵入式解决方案的增长机会
  • 神经形态解决方案的增长路线图在短期内取决于IP产品组合的实力
  • COVID-19对神经形态计算应用程序的影响

第6章主要联系信息

  • 主要联系人

下一步

目录
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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