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市場調查報告書

TinyML應用的邊緣AI(Very Edge AI)晶片組

Very Edge AI Chipset for TinyML Applications

出版商 ABI Research 商品編碼 954548
出版日期 內容資訊 英文 20 Pages
商品交期: 最快1-2個工作天內
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TinyML應用的邊緣AI(Very Edge AI)晶片組 Very Edge AI Chipset for TinyML Applications
出版日期: 2020年08月19日內容資訊: 英文 20 Pages
簡介

本報告提供TinyML應用的邊緣AI晶片組的市場規模相關調查,市場動態,主要技術,今後的開發,成功因素,主要企業的簡介等資訊。

本報告刊載的企業 :

  • Arm
  • BrainChip
  • CEVA
  • Eta Compute
  • GrAI Matter Labs
  • GreenWaves Technologies
  • Hangzhou National Chip
  • HiMax
  • Lattice Semiconductor
  • LeapMind
  • NXP
  • Perceive
  • QuickLogic
  • Sony Corporation
  • STMicrolectronics
  • SynSense
  • Syntiant
  • Texas Instruments
  • XMOS

目錄

第1章 摘要整理

第2章 邊緣AI(VERY EDGE AI)定義

第3章 邊緣AI的特性和優點

第4章 主要實現化技術

  • 硬體架構
  • 軟體工具、程式庫
  • 二元、三元神經網路

第5章 主要供應商

  • IP供應商
  • MCU供應商
  • FPGA供應商
  • ASIC供應商

第6章 市場預測

第7章 主要建議

第8章 相關調查

目錄
Product Code: AN-5037

Actionable Benefits:

  • Identify and better target growth opportunities for AI in IoT space.
  • Identify the right solution partners and suppliers for go-to-market strategies to be successful in the TinyML market.
  • Educate decision makers and product developers on the impact that TinyML on IoT market.

Critical Questions Answered:

  • What are the current trends and key applications of TinyML?
  • Who are the key players in the TinyML market?
  • What is the size of market opportunities for MCU, FPGA and ASIC vendors?

Research Highlights:

  • Existing dynamics between the TinyML market and the wider AI chipset industry and potential future developments.
  • Key ingredients to the success in the TinyML market.
  • A complete list of key players in the TinyML chipset market.

Who Should Read This?

  • AI chipset solution providers that are looking to expand their presence into TinyML.
  • Device manufacturers who are looking for partners and solution providers in the TinyML market.
  • Software developers and system integrators that are developing software and services around TinyML.

Companies Mentioned:

  • Arm
  • BrainChip
  • CEVA
  • Eta Compute
  • GrAI Matter Labs
  • GreenWaves Technologies
  • Hangzhou National Chip
  • HiMax
  • Lattice Semiconductor
  • LeapMind
  • NXP
  • Perceive
  • QuickLogic
  • Sony
  • STMicrolectronics
  • SynSense
  • Syntiant
  • Texas Instruments
  • XMOS

TABLE OF CONTENTS

1. EXECUTIVE SUMMARY

2. DEFINITIONS OF VERY EDGE AI

3. CHARACTERISTICS AND BENEFITS OF VERY EDGE AI

4. KEY ENABLING TECHNOLOGIES OF VERY EDGE AI CHIPSET

  • 4.1. Hardware Architecture
  • 4.2. Software Tools and Libraries
  • 4.3. Binary and Ternary Neural Networks

5. KEY VENDORS

  • 5.1. IP Vendors
  • 5.2. MCU Vendors
  • 5.3. FPGA Vendors
  • 5.4. ASIC Vendors

6. MARKET FORECAST

7. KEY RECOMMENDATIONS

8. RELATED RESEARCH