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市场调查报告书
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1455689

神经形态感测和计算市场，按产品、类别、功能类型、按应用、最终用户、国家和地区 - 2024-2032 年行业分析、市场规模、市场份额和预测

Neuromorphic Sensing & Computing Market, By Offering, By Class, By Feature type, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032
出版日期: | 出版商: AnalystView Market Insights | 英文 301 Pages | 商品交期: 2-3个工作天内

价格

报告要点

2023年神经形态感测与计算市场规模为54.9043亿美元，2024年至2032年复合CAGR为22.90%。

神经形态感测与计算市场-市场动态

人工智慧和机器学习演算法的发展越来越需要专门的硬体加速器来应对复杂任务不断增长的运算需求，从而推动市场需求

神经形态感测和计算市场的成长主要是由神经形态感测和计算的优势所驱动的。能源效率是各个领域最关心的问题，与传统运算架构相比，神经形态运算提供了显着节能的诱人前景，使其对行动和边缘运算应用特别有吸引力。此外，人工智慧和机器学习演算法的发展越来越需要专门的硬体加速器来应对复杂任务不断增长的运算需求。神经形态计算凭藉其平行处理能力和低延迟操作，被证明是满足这些需求的理想选择。此外，自动驾驶汽车、机器人和物联网 (IoT) 设备等即时资料密集型应用的激增凸显了高效、响应灵敏的运算解决方案的必要性，进一步推动了对神经形态感测和运算技术的需求。这些汇聚因素为神经形态感测和运算领域的创新和市场扩张创造了肥沃的土壤。

神经形态感测和计算市场 - 关键见解

根据我们的研究分析师分享的分析，预计全球市场在预测期内（2024-2032 年）每年将以 22.90% 左右的CAGR成长

根据产品细分，预计硬体将在 2023 年呈现最大成长率

基于类别划分，人工神经网路是2023年的主导类型

根据最终用途细分，航太与国防是 2023 年的主导类型

按地区划分，北美是 2023 年的主要收入来源

神经形态感测与计算市场-細項分析：

全球神经形态感测和计算市场根据产品、类别、功能类型、应用程式、最终用户和区域进行细分。

市场依产品分为两类：硬体产品和软体产品。 2023 年，硬体领域经历了最高的市场成长，原因是焦点从高效能运算 (HPC) 转向透过多核心设计增强并行性。随着人们对神经拟态技术价值的日益认识，许多新创公司正冒险进入这个未经探索的领域，以展示他们的技术实力。 Innatera 就是这样的一个例子，该公司专门致力于在感测器边缘提供下一代神经形态智慧。该公司的超高效神经形态处理器经过精心设计，可以模仿大脑的感觉资料处理系统。为了将其类脑处理技术推进到感测器和基于感测器的产品中，Innatera 于 2020 年获得了 500 万欧元的融资。

该市场根据最终用户分为六类：汽车、航太和国防、IT 和电信、工业、医疗保健和其他。预计航太和国防将在整个预测期内主导市场。航空航天和国防工业目前正在努力应对来自各种感测器的前所未有的资料涌入。资料收集的激增严重限制了军事应用可用的有限频宽。为了应对这项挑战，资料在传输之前必须尽可能靠近感测器进行处理。在这方面，传统的顺序计算演算法由于其大的尺寸和功率要求而被证明是低效的。 NeuroSynaptic 设备擅长更有效率地执行并行任务。神经形态计算以其无与伦比的资料处理速度，对于航空航天和军事部门在处理战斗资料（包括武器和资源管理）等敏感资料具有不可估量的价值。此外，对安全讯号测试和传输以降低安全风险的需求不断增长，进一步推动了航空航太和军事工业中神经形态运算市场的成长。

神经形态感测与计算市场 - 地理洞察

从地理来看，该市场广泛分布于北美、拉丁美洲、欧洲、亚太地区以及中东和非洲地区。这些区域根据开展业务的国家进一步划分。

神经形态感测与计算市场-竞争格局：

全球神经形态感测和运算市场的知名企业正在对神经形态晶片进行大量投资，以提供增强的处理能力并降低功耗。晶片组处理能力下降、对非挥发性记忆体的需求不断增长、不断发展的半导体格局以及对人工智慧和机器学习等新兴技术驱动的应用程式的需求增加等因素是推动神经形态感测和运算市场扩张的主要驱动力。

最近的发展：

2021 年 5 月，CEA-Leti 宣布了一项欧盟倡议，旨在开发模拟尖峰处理器，透过开发演算法、电子设备和电路来模仿生物大脑网路。该计划于 2020 年启动，涉及 IMEC、Leti、IBM Zurich 以及中国支持的瑞士公司 SynSense AG 的学者之间的合作。

目录

第 1 章：神经形态感测与计算市场概述

  • 研究范围
  • 市场预估年份

第 2 章：执行摘要

  • 市场片段
    • 神经形态感测和计算市场片段（按产品划分）
    • 神经形态感测和计算市场片段（按类别）
    • 按功能类型分類的神经形态感测和计算市场片段
    • 神经形态感测和计算市场片段（按应用）
    • 最终用户的神经形态感测与计算市场片段
    • 按国家/地区分類的神经形态感测和计算市场片段
    • 按地区分類的神经形态感测和计算市场片段
  • 竞争洞察

第 3 章：神经形态感测与计算主要市场趋势

  • 神经形态感测与计算市场驱动因素
    • 市场驱动因素的影响分析
  • 神经形态感测与计算市场限制
    • 市场限制影响分析
  • 神经形态感测与计算市场机会
  • 神经形态感测与计算市场未来趋势

第 4 章：神经形态感测与计算产业研究

  • PEST分析
  • 波特五力分析
  • 成长前景图
  • 规范架构分析

第 5 章：神经形态感测与计算市场：COVID-19 影响分析

  • COVID-19 之前的影响分析
  • COVID-19 后影响分析
    • 表现最佳的市场区隔
    • 边际增长部分
    • 最鬆散的部分
    • 边际损失部分

第 6 章：神经形态感测与计算市场格局

  • 2023 年神经形态感测与计算市场占有率分析
  • 按主要製造商分類的故障数据
    • 既定玩家分析
    • 新兴玩家分析

第 7 章：神经形态感测与计算市场 - 按产品划分

  • 概述
    • 按产品分类的细分市场占有率分析
    • 硬体
    • 软体

第 8 章：神经形态感测与计算市场 - 按类别

  • 概述
    • 按类别分類的细分市场占有率分析
    • 人工神经网络
    • 基于生物学的学习模型

第 9 章：神经形态感测与计算市场 - 按功能类型

  • 概述
    • 按功能类型分類的细分市场份额分析
    • 计算
    • 感测

第 10 章：神经形态感测与计算市场 -按应用

  • 概述
    • 按应用的细分市场占有率分析
    • 影像辨识
    • 资料探勘
    • 物体侦测
    • 讯号识别
    • 模式识别
    • 其他的

第 11 章：神经形态感测和计算市场 - 按最终用户

  • 概述
    • 按最终用户分類的细分市场占有率分析
    • 汽车
    • 航太与国防
    • 资讯科技和电信
    • 工业的
    • 卫生保健
    • 其他的

第 12 章：神经形态感测和计算市场 - 按地理位置

  • 介绍
    • 按地理位置分類的细分市场占有率分析
  • 北美洲
    • 概述
    • 北美神经形态感测与计算主要製造商
    • 北美市场规模和预测（按国家）
    • 北美市场规模与预测（按产品划分）
    • 北美市场规模和预测（按类别）
    • 北美市场规模和预测（按功能类型）
    • 北美市场规模和预测（按应用）
    • 北美市场规模和预测（按最终用户）
    • 我们
    • 加拿大
  • 欧洲
    • 概述
    • 欧洲神经形态感测和计算主要製造商
    • 欧洲市场规模和预测（按国家）
    • 欧洲市场规模与预测（按产品划分）
    • 欧洲市场规模和预测（按类别）
    • 欧洲市场规模和预测（按功能类型）
    • 欧洲市场规模和预测（按应用）
    • 欧洲市场规模和预测（按最终用户）
    • 德国
    • 义大利
    • 英国
    • 法国
    • 俄罗斯
    • 荷兰
    • 瑞典
    • 波兰
    • 欧洲其他地区
  • 亚太地区 (APAC)
    • 概述
    • 亚太地区神经形态感测与计算主要製造商
    • 亚太地区市场规模与预测（按国家）
    • 亚太地区市场规模与预测（按产品划分）
    • 亚太地区市场规模和预测（按类别）
    • 亚太地区市场规模和预测（按功能类型）
    • 亚太地区市场规模与预测（按应用）
    • 亚太地区市场规模和预测（按最终用户）
    • 印度
    • 中国
    • 日本
    • 韩国
    • 澳洲
    • 泰国
    • 印尼
    • 菲律宾
    • 亚太地区其他地区
  • 拉丁美洲
    • 概述
    • 拉丁美洲神经形态感测和计算主要製造商
    • 拉丁美洲市场规模与预测（按国家）
    • 拉丁美洲市场规模与预测（按产品划分）
    • 拉丁美洲市场规模和预测（按类别）
    • 拉丁美洲市场规模和预测（按功能类型）
    • 拉丁美洲市场规模与预测（按应用）
    • 拉丁美洲市场规模和预测（按最终用户）
    • 巴西
    • 墨西哥
    • 阿根廷
    • 哥伦比亚
    • 拉丁美洲其他地区
  • 中东和非洲
    • 概述
    • 中东和非洲神经形态感测与计算主要製造商
    • 中东和非洲市场规模及预测（按国家）
    • 中东和非洲市场规模及预测（按产品划分）
    • 中东和非洲市场规模及预测（按类别）
    • 中东和非洲市场规模及预测（按功能类型）
    • 中东和非洲市场规模及预测（按应用）
    • 中东和非洲市场规模和预测（按最终用户）
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 以色列
    • 土耳其
    • 阿尔及利亚
    • 埃及
    • MEA 的其余部分

第 13 章：主要供应商分析 - 神经形态感测与计算产业

  • 竞争仪表板
  • 公司简介
    • IBM Corporation
    • Intel Corporation
    • BrainChip Holdings Ltd.
    • Qualcomm Incorporated
    • Hewlett Packard Development LP
    • Samsung Electronics Ltd.
    • General Vision Inc.
    • Applied Brain Research Inc.
    • Numenta
    • Vicarious
    • Others

第 14 章：360 度分析师视角

第 15 章：附录

  • 研究方法论
  • 参考
  • 缩写
  • 免责声明
  • 联络我们
Product Code: ANV2352

REPORT HIGHLIGHT

Neuromorphic Sensing & Computing Market size was valued at USD 5,490.43 Million in 2023, expanding at a CAGR of 22.90% from 2024 to 2032.

Neuromorphic Sensing & Computing heralds a revolutionary shift in technology, drawing inspiration from the intricate mechanisms of the human brain to forge computing systems that are not only more efficient but also highly adaptable. By emulating the architecture of neural networks, these systems possess the unique ability to perceive and process information in manners that surpass the capabilities of traditional computing methods. This innovation holds the promise of substantial progress in crucial domains like artificial intelligence, robotics, and healthcare, where intricate data processing and decision-making are indispensable.

Neuromorphic Sensing & Computing Market- Market Dynamics

Evolution of artificial intelligence and machine learning algorithms increasingly necessitates specialized hardware accelerators to cope with the escalating computational demands of intricate tasks to propel market demand

The market growth of neuromorphic sensing and computing market is mainly driven by the advantages of neuromorphic sensing & computing. Energy efficiency stands out as a paramount concern across various sectors, and neuromorphic computing offers the enticing prospect of significant power conservation compared to conventional computing architectures, making it especially appealing for mobile and edge computing applications. Furthermore, the evolution of artificial intelligence and machine learning algorithms increasingly necessitates specialized hardware accelerators to cope with the escalating computational demands of intricate tasks. Neuromorphic computing, with its parallel processing capabilities and low-latency operation, proves to be an ideal candidate to meet these demands. Additionally, the proliferation of real-time data-intensive applications such as autonomous vehicles, robotics, and Internet of Things (IoT) devices underscores the necessity for efficient and responsive computing solutions, further fueling the demand for neuromorphic sensing and computing technologies. These converging factors create a fertile ground for innovation and market expansion within the realm of neuromorphic sensing and computing.

Neuromorphic Sensing & Computing Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 22.90% over the forecast period (2024-2032)

Based on Offering segmentation, hardware was predicted to show maximum growth rate in the year 2023

Based on Class segmentation, Artificial Neural Networks was the leading type in 2023

Based on end use segmentation, Aerospace & Defense was the leading type in 2023

On the basis of region, North America was the leading revenue generator in 2023

Neuromorphic Sensing & Computing Market- Segmentation Analysis:

The Global Neuromorphic Sensing & Computing Market is segmented on the basis of Offering, Class, Feature type, Application, End User, and Region.

The market is divided into two categories based on Offering: hardware and software offerings. In 2023, the hardware segment experienced the highest market growth, attributed to a shift in focus away from high-performance computing (HPC) towards enhancing parallelism through multi-core designs. With the increasing recognition of the value of neuromorphic technology, numerous startups are venturing into this unexplored domain to demonstrate their technological prowess. One such example is Innatera, which specializes in delivering next-generation neuromorphic intelligence at the sensor edge. The businesses ultra-efficient neuromorphic processors are meticulously designed to mimic the sensory data processing systems of the brain. To advance its brain-inspired processing technology into sensors and sensor-based products, Innatera secured a funding of 5 million Euros in 2020.

The market is divided into six categories based on end user: Automotive, Aerospace & Defense, IT and Telecom, Industrial, Healthcare, and Others. Aerospace & Defense are projected to dominate the market throughout the forecast period. The aerospace and defense industries are currently grappling with an unprecedented influx of data from various sensors. The limited bandwidth available for military applications has been severely strained by this surge in data collection. To address this challenge, data must be processed as close to the sensor as possible before transmission. In this regard, traditional sequential computing algorithms prove inefficient due to their large size and power requirements. NeuroSynaptic devices excel in performing parallel tasks significantly more efficiently. Neuromorphic computing, with its unparalleled data processing speed, proves invaluable to the aerospace and military sectors in handling sensitive data such as combat data, including weaponry and resource management. Additionally, the growing need for secure signal testing and transmission to mitigate security risks further propels the growth of the neuromorphic computing market in the aerospace and military industries.

Neuromorphic Sensing & Computing Market- Geographical Insights

Geographically, this market is widespread into the regions of North America, Latin America, Europe, Asia Pacific, and the Middle East and Africa. These regions are further divided as per the nations bringing business.

Neuromorphic Sensing & Computing Market- Competitive Landscape:

Prominent players in the global Neuromorphic Sensing & Computing Market are making substantial investments in neuromorphic chips to offer enhanced processing capabilities with reduced power consumption. Factors such as the declining processing capacity of chipsets, growing demand for nonvolatile memory, evolving semiconductor landscape, and heightened need for applications driven by emerging technologies like artificial intelligence and machine learning are among the primary drivers fueling the market expansion of neuromorphic sensing & computing.

Recent Developments:

In May 2021, CEA-Leti unveiled a European Union initiative aimed at developing analogue spiking processors that mimic biological brain networks through the development of algorithms, electronic devices, and circuits. This initiative, which commenced in 2020, involves collaboration among academics from IMEC, Leti, IBM Zurich, as well as the China-backed Swiss firm SynSense AG.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

IBM Corporation

Intel Corporation

BrainChip Holdings Ltd.

Qualcomm Incorporated

Hewlett Packard Development LP

Samsung Electronics Ltd.

General Vision Inc.

Applied Brain Research Inc.

Numenta

Vicarious

Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY OFFERING- MARKET ANALYSIS, 2019 - 2032

  • Hardware
  • Software

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY CLASS- MARKET ANALYSIS, 2019 - 2032

  • Artificial Neural Networks
  • Biology Based Learning Models

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY FEATURE TYPE- MARKET ANALYSIS, 2019 - 2032

  • Computing
  • Sensing

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

  • Image Recognition
  • Data Mining
  • Object Detection
  • Signal Recognition
  • Pattern Recognition
  • Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY END USER- MARKET ANALYSIS, 2019 - 2032

  • Automotive
  • Aerospace & Defense
  • IT and Telecom
  • Industrial
  • Healthcare
  • Others

GLOBAL NEUROMORPHIC SENSING & COMPUTING MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

  • North America
  • The U.S.
  • Canada
  • Europe
  • Germany
  • France
  • Italy
  • Spain
  • United Kingdom
  • Russia
  • Netherlands
  • Sweden
  • Poland
  • Rest of Europe
  • Asia Pacific
  • India
  • China
  • South Korea
  • Japan
  • Australia
  • Thailand
  • Indonesia
  • Philippines
  • Rest of APAC
  • Latin America
  • Brazil
  • Mexico
  • Argentina
  • Colombia
  • Rest of LATAM
  • The Middle East and Africa
  • Saudi Arabia
  • United Arab Emirates
  • Israel
  • Turkey
  • Algeria
  • Egypt
  • Rest of MEA

Table of Contents

1.Neuromorphic Sensing & Computing Market Overview

  • 1.1.Study Scope
  • 1.2.Market Estimation Years

2.Executive Summary

  • 2.1.Market Snippet
    • 2.1.1.Neuromorphic Sensing & Computing Market Snippet by Offering
    • 2.1.2.Neuromorphic Sensing & Computing Market Snippet by Class
    • 2.1.3.Neuromorphic Sensing & Computing Market Snippet by Feature Type
    • 2.1.4.Neuromorphic Sensing & Computing Market Snippet by Application
    • 2.1.5.Neuromorphic Sensing & Computing Market Snippet by End User
    • 2.1.6.Neuromorphic Sensing & Computing Market Snippet by Country
    • 2.1.7.Neuromorphic Sensing & Computing Market Snippet by Region
  • 2.2.Competitive Insights

3.Neuromorphic Sensing & Computing Key Market Trends

  • 3.1.Neuromorphic Sensing & Computing Market Drivers
    • 3.1.1.Impact Analysis of Market Drivers
  • 3.2.Neuromorphic Sensing & Computing Market Restraints
    • 3.2.1.Impact Analysis of Market Restraints
  • 3.3.Neuromorphic Sensing & Computing Market Opportunities
  • 3.4.Neuromorphic Sensing & Computing Market Future Trends

4.Neuromorphic Sensing & Computing Industry Study

  • 4.1.PEST Analysis
  • 4.2.Porter's Five Forces Analysis
  • 4.3.Growth Prospect Mapping
  • 4.4.Regulatory Framework Analysis

5.Neuromorphic Sensing & Computing Market: COVID-19 Impact Analysis

  • 5.1.Pre-COVID-19 Impact Analysis
  • 5.2.Post-COVID-19 Impact Analysis
    • 5.2.1.Top Performing Segments
    • 5.2.2.Marginal Growth Segments
    • 5.2.3.Top Looser Segments
    • 5.2.4.Marginal Loss Segments

6.Neuromorphic Sensing & Computing Market Landscape

  • 6.1.Neuromorphic Sensing & Computing Market Share Analysis, 2023
  • 6.2.Breakdown Data, by Key Manufacturer
    • 6.2.1.Established Players' Analysis
    • 6.2.2.Emerging Players' Analysis

7.Neuromorphic Sensing & Computing Market - By Offering

  • 7.1.Overview
    • 7.1.1.Segment Share Analysis, By Offering, 2023 & 2032 (%)
    • 7.1.2.Hardware
    • 7.1.3.Software

8.Neuromorphic Sensing & Computing Market - By Class

  • 8.1.Overview
    • 8.1.1.Segment Share Analysis, By Class, 2023 & 2032 (%)
    • 8.1.2.Artificial Neural Networks
    • 8.1.3.Biology Based Learning Models

9.Neuromorphic Sensing & Computing Market - By Feature Type

  • 9.1.Overview
    • 9.1.1.Segment Share Analysis, By Feature Type, 2023 & 2032 (%)
    • 9.1.2.Computing
    • 9.1.3.Sensing

10.Neuromorphic Sensing & Computing Market - By Application

  • 10.1.Overview
    • 10.1.1.Segment Share Analysis, By Application, 2023 & 2032 (%)
    • 10.1.2.Image Recognition
    • 10.1.3.Data Mining
    • 10.1.4.Object Detection
    • 10.1.5.Signal Recognition
    • 10.1.6.Pattern Recognition
    • 10.1.7.Others

11.Neuromorphic Sensing & Computing Market - By End User

  • 11.1.Overview
    • 11.1.1.Segment Share Analysis, By End User, 2023 & 2032 (%)
    • 11.1.2.Automotive
    • 11.1.3.Aerospace & Defense
    • 11.1.4.IT and Telecom
    • 11.1.5.Industrial
    • 11.1.6.Healthcare
    • 11.1.7.Others

12.Neuromorphic Sensing & Computing Market- By Geography

  • 12.1.Introduction
    • 12.1.1.Segment Share Analysis, By Geography, 2023 & 2032 (%)
  • 12.2.North America
    • 12.2.1.Overview
    • 12.2.2.Neuromorphic Sensing & Computing Key Manufacturers in North America
    • 12.2.3.North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.2.4.North America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.2.5.North America Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.2.6.North America Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.2.7.North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.2.8.North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.2.9.U.S.
      • 12.2.9.1.Overview
      • 12.2.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.2.9.3.U.S. Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.2.9.4.U.S. Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.2.9.5.U.S. Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.2.9.6.U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.2.9.7.U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.2.10.Canada
      • 12.2.10.1.Overview
      • 12.2.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.2.10.3.Canada Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.2.10.4.Canada Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.2.10.5.Canada Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.2.10.6.Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.2.10.7.Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.3.Europe
    • 12.3.1.Overview
    • 12.3.2.Neuromorphic Sensing & Computing Key Manufacturers in Europe
    • 12.3.3.Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.3.4.Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.3.5.Europe Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.3.6.Europe Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.3.7.Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.3.8.Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.9.Germany
      • 12.3.9.1.Overview
      • 12.3.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.9.3.Germany Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.9.4.Germany Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.9.5.Germany Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.9.6.Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.9.7.Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.10.Italy
      • 12.3.10.1.Overview
      • 12.3.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.10.3.Italy Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.10.4.Italy Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.10.5.Italy Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.10.6.Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.10.7.Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.11.United Kingdom
      • 12.3.11.1.Overview
      • 12.3.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.11.3.United Kingdom Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.11.4.United Kingdom Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.11.5.United Kingdom Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.11.6.United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.11.7.United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.12.France
      • 12.3.12.1.Overview
      • 12.3.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.12.3.France Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.12.4.France Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.12.5.France Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.12.6.France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.12.7.France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.13.Russia
      • 12.3.13.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.13.2.Russia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.13.3.Russia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.13.4.Russia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.13.5.Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.13.6.Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.14.Netherlands
      • 12.3.14.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.14.2.Netherlands Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.14.3.Netherlands Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.14.4.Netherlands Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.14.5.Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.14.6.Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.15.Sweden
      • 12.3.15.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.15.2.Sweden Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.15.3.Sweden Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.15.4.Sweden Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.15.5.Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.15.6.Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.16.Poland
      • 12.3.16.1.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.16.2.Poland Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.16.3.Poland Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.16.4.Poland Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.16.5.Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.16.6.Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.3.17.Rest of Europe
      • 12.3.17.1.Overview
      • 12.3.17.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.3.17.3.Rest of the Europe Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.3.17.4.Rest of the Europe Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.3.17.5.Rest of the Europe Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.3.17.6.Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.3.17.7.Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.4.Asia Pacific (APAC)
    • 12.4.1.Overview
    • 12.4.2.Neuromorphic Sensing & Computing Key Manufacturers in Asia Pacific
    • 12.4.3.Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.4.4.Asia Pacific Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.4.5.Asia Pacific Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.4.6.Asia Pacific Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.4.7.Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.4.8.Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.9.India
      • 12.4.9.1.Overview
      • 12.4.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.9.3.India Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.9.4.India Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.9.5.India Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.9.6.India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.9.7.India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.10.China
      • 12.4.10.1.Overview
      • 12.4.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.10.3.China Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.10.4.China Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.10.5.China Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.10.6.China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.10.7.China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.11.Japan
      • 12.4.11.1.Overview
      • 12.4.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.11.3.Japan Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.11.4.Japan Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.11.5.Japan Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.11.6.Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.11.7.Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.12.South Korea
      • 12.4.12.1.Overview
      • 12.4.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.12.3.South Korea Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.12.4.South Korea Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.12.5.South Korea Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.12.6.South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.12.7.South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.13.Australia
      • 12.4.13.1.Overview
      • 12.4.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.13.3.Australia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.13.4.Australia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.13.5.Australia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.13.6.Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.13.7.Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.14.Thailand
      • 12.4.14.1.Overview
      • 12.4.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.14.3.Thailand Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.14.4.Thailand Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.14.5.Thailand Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.14.6.Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.14.7.Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.15.Indonesia
      • 12.4.15.1.Overview
      • 12.4.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.15.3.Indonesia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.15.4.Indonesia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.15.5.Indonesia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.15.6.Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.15.7.Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.16.Philippines
      • 12.4.16.1.Overview
      • 12.4.16.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.16.3.Philippines Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.16.4.Philippines Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.16.5.Philippines Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.16.6.Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.16.7.Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.4.17.Rest of APAC
      • 12.4.17.1.Overview
      • 12.4.17.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.4.17.3.Rest of APAC Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.4.17.4.Rest of APAC Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.4.17.5.Rest of APAC Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.4.17.6.Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.4.17.7.Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.5.Latin America
    • 12.5.1.Overview
    • 12.5.2.Neuromorphic Sensing & Computing Key Manufacturers in Latin America
    • 12.5.3.Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.5.4.Latin America Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.5.5.Latin America Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.5.6.Latin America Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.5.7.Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.5.8.Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.9.Brazil
      • 12.5.9.1.Overview
      • 12.5.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.9.3.Brazil Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.9.4.Brazil Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.9.5.Brazil Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.9.6.Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.9.7.Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.10.Mexico
      • 12.5.10.1.Overview
      • 12.5.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.10.3.Mexico Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.10.4.Mexico Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.10.5.Mexico Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.10.6.Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.10.7.Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.11.Argentina
      • 12.5.11.1.Overview
      • 12.5.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.11.3.Argentina Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.11.4.Argentina Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.11.5.Argentina Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.11.6.Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.11.7.Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.12.Colombia
      • 12.5.12.1.Overview
      • 12.5.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.12.3.Colombia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.12.4.Colombia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.12.5.Colombia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.12.6.Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.12.7.Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.5.13.Rest of LATAM
      • 12.5.13.1.Overview
      • 12.5.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.5.13.3.Rest of LATAM Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.5.13.4.Rest of LATAM Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.5.13.5.Rest of LATAM Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.5.13.6.Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.5.13.7.Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
  • 12.6.Middle East and Africa
    • 12.6.1.Overview
    • 12.6.2.Neuromorphic Sensing & Computing Key Manufacturers in Middle East and Africa
    • 12.6.3.Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
    • 12.6.4.Middle East and Africa Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
    • 12.6.5.Middle East and Africa Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
    • 12.6.6.Middle East and Africa Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
    • 12.6.7.Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
    • 12.6.8.Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.9.Saudi Arabia
      • 12.6.9.1.Overview
      • 12.6.9.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.9.3.Saudi Arabia Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.9.4.Saudi Arabia Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.9.5.Saudi Arabia Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.9.6.Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.9.7.Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.10.United Arab Emirates
      • 12.6.10.1.Overview
      • 12.6.10.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.10.3.United Arab Emirates Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.10.4.United Arab Emirates Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.10.5.United Arab Emirates Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.10.6.United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.10.7.United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.11.Israel
      • 12.6.11.1.Overview
      • 12.6.11.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.11.3.Israel Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.11.4.Israel Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.11.5.Israel Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.11.6.Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.11.7.Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.12.Turkey
      • 12.6.12.1.Overview
      • 12.6.12.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.12.3.Turkey Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.12.4.Turkey Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.12.5.Turkey Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.12.6.Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.12.7.Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.13.Algeria
      • 12.6.13.1.Overview
      • 12.6.13.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.13.3.Algeria Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.13.4.Algeria Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.13.5.Algeria Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.13.6.Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.13.7.Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.14.Egypt
      • 12.6.14.1.Overview
      • 12.6.14.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.14.3.Egypt Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.14.4.Egypt Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.14.5.Egypt Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.14.6.Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.14.7.Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
    • 12.6.15.Rest of MEA
      • 12.6.15.1.Overview
      • 12.6.15.2.Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
      • 12.6.15.3.Rest of MEA Market Size and Forecast, By Offering, 2019 - 2032 (US$ Million)
      • 12.6.15.4.Rest of MEA Market Size and Forecast, By Class, 2019 - 2032 (US$ Million)
      • 12.6.15.5.Rest of MEA Market Size and Forecast, By Feature Type, 2019 - 2032 (US$ Million)
      • 12.6.15.6.Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
      • 12.6.15.7.Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

13.Key Vendor Analysis- Neuromorphic Sensing & Computing Industry

  • 13.1.Competitive Dashboard
  • 13.2.Company Profiles
    • 13.2.1.IBM Corporation
    • 13.2.2.Intel Corporation
    • 13.2.3.BrainChip Holdings Ltd.
    • 13.2.4.Qualcomm Incorporated
    • 13.2.5.Hewlett Packard Development LP
    • 13.2.6.Samsung Electronics Ltd.
    • 13.2.7.General Vision Inc.
    • 13.2.8.Applied Brain Research Inc.
    • 13.2.9.Numenta
    • 13.2.10.Vicarious
    • 13.2.11.Others

14.360 Degree Analyst View

15.Appendix

  • 15.1.Research Methodology
  • 15.2.References
  • 15.3.Abbreviations
  • 15.4.Disclaimer
  • 15.5.Contact Us

List of Tables

  • TABLE List of data sources
  • TABLE Market drivers; Impact Analysis
  • TABLE Market restraints; Impact Analysis
  • TABLE Neuromorphic Sensing & Computing Market: Offering Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Offering
  • TABLE Global Neuromorphic Sensing & Computing Market, by Offering 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Class Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Class
  • TABLE Global Neuromorphic Sensing & Computing Market, by Class 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Feature Type Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Feature Type
  • TABLE Global Neuromorphic Sensing & Computing Market, by Feature Type 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Application Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Application
  • TABLE Global Neuromorphic Sensing & Computing Market, by Application 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: End User Snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by End User
  • TABLE Global Neuromorphic Sensing & Computing Market, by End User 2019-2032 (USD Million)
  • TABLE Neuromorphic Sensing & Computing Market: Regional snapshot (2023)
  • TABLE Segment Dashboard; Definition and Scope, by Region
  • TABLE Global Neuromorphic Sensing & Computing Market, by Region 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE North America Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Europe Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Asia Pacific Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Latin America Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Country, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Offering, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Class, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Feature Type, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by Application, 2019-2032 (USD Million)
  • TABLE Middle East and Africa Neuromorphic Sensing & Computing Market, by End User, 2019-2032 (USD Million)