뉴로모픽칩 : 에지 AI의 강화

세계의 뉴로모픽칩(Neuromorphic Chip) 시장을 조사했으며, 개발 현황과 향후 가능성, 구성·기능·용도·구현에 관한 분석, AI 하드웨어 시장 예측, 특허 동향, 주요 기업 개요 등의 정보를 정리했습니다.

제1장 뉴로모픽칩 : 에지 AI 강화

• 서론
• 대상 고객
• 역사
• 향후 시장 전망
• 에지 컴퓨팅의 새로운 기술
• AI 하드웨어 개발을 위한 신규 사업자의 진입
• Heavy AI Algorithm의 실행과 효과적인 플랫폼 창출 니즈
• 뉴로모픽칩의 향후 용도
  • 자동차
  • 항공우주 및 방위
  • 스마트 전자 가젯
• 시장의 잠재력
• 특허 분석
• 뉴로모픽칩 제조업체
• BRAINCHIP HOLDINGS LTD.
• INTEL CORP.
• IBM CORP.
• SAMSUNG ADVANCED INSTITUTE OF TECHNOLOGY

제2장 문헌

List of Tables

• Table 1: Global AI Hardware Market, by Region, Through 2024
• Table 2: Global Patent Applications and Patents Granted on Neuromorphic Chips, by Company, 2013-2019

List of Figures

• Figure 1: Configuration of Neuromorphic Chip
• Figure 2: Global AI Hardware Market, by Region, 2018-2024
• Figure 3: Akida Development Environment, by BrainChip Holdings Ltd.

Report Highlights:

This study was conducted to understand the current state of the neuromorphic computing and neuromorphic chip development by various vendors and to put forth ways to fully exploit its benefits. This report will serve as a guide and benchmark for the chip developers, the manufacturers of the edge analytics components, as well as the end-users who will finally use this technology. Decision-makers will find the information useful in developing business strategies and in identifying areas for research and development.

Report Includes:

• An overview of the global market for neuromorphic chip and discussion on its future market potential

• An understanding of the current state of neuromorphic computing and neuromorphic chip development

• Detailed analysis of configuration, functions and application of neuromorphic chips and discussion on how neuromorphic chips can be implemented in components and systems of AI

• Knowledge about robotic process automation (RPA), predictive analytics, machine learning (ML), and other emerging technologies

• Information on data interface, memory interface, pixel-spike converter, and genetic data-spike converters

Table of Contents

Chapter 1: Neuromorphic Chips: Boosting AI at the Edge

• Introduction
• Reasons for Doing This Report
• Intended Audience
• History
• Future Market Outlook
• The Emerging Technology of Edge Computing
• New Players Entering the Market for the Development of AI Hardware
• Need for Creating an Efficient Platform to Run Heavy AI Algorithms
• Future Applications of Neuromorphic Chips
  • Automotive
  • Aerospace and Defense
  • Smart Electronics and Gadgets
• Market Potential
• Patent Analysis
• Neuromorphic Chip Producers
• BRAINCHIP HOLDINGS LTD.
• INTEL CORP.
• IBM CORP.
• SAMSUNG ADVANCED INSTITUTE OF TECHNOLOGY

Chapter 2: References