神经形态硬体市场按组件、部署类型、应用和地区划分

预计到 2025 年，神经形态硬体市场价值将达到 28 亿美元，到 2032 年将达到 149 亿美元，2025 年至 2032 年的复合年增长率为 25.5%。

全球神经形态硬体市场代表着运算技术的革命性模式转移，其灵感来自人脑的神经网络，旨在建构高效、适应性强且智慧化的处理系统。

神经形态硬体包括专门的晶片、处理器和运算架构，它们模仿生物神经网路的结构和功能，与传统运算系统相比，能够以显着降低的电力消耗实现即时学习、模式识别和决策能力。

市场动态

全球神经形态硬体市场的主要驱动力来自人工智慧应用的指数级成长、对节能运算解决方案日益增长的需求，以及传统冯诺依曼架构在处理复杂人工智慧工作负载方面的限制。边缘运算、自主系统和即时处理应用在跨产业的日益普及也推动了市场扩张。神经形态硬体的电力消耗传统处理器，同时在模式识别、感知处理和自适应学习任务中表现出卓越的效能。政府对类脑运算研究的投入、创投对神经形态Start-Ups的持续成长，以及科技公司与研究机构之间合作的加强，都在推动市场的发展。

然而，市场限制因素包括高昂的开发成本、复杂的製造流程、缺乏标准化以及神经形态演算法和软体生态系统的不成熟。缺乏具备神经形态计算专业知识的熟练人才、与现有计算基础设施整合方面的挑战以及性能基准和评估指标的不确定性，都进一步阻碍了其广泛应用。储存设备的差异性、可扩展性挑战以及对专用程式范式的需求等技术限制也进一步限制了市场成长。

本次调查的主要特点

• 本报告对全球神经形态硬体市场进行了详细分析，以 2024 年为基准年，给出了预测期（2025-2032 年）内的市场规模（十亿美元）和復合年增长率（%）。
• 它还重点介绍了各个细分市场的潜在商机，并概述了该市场具有吸引力的投资提案矩阵。
• 该研究还提供了有关市场驱动因素、限制因素、机会、新产品发布或核准、市场趋势、区域展望以及主要参与者采取的竞争策略的重要见解。
• 该报告根据以下参数对全球神经形态硬体市场的主要参与者进行了分析：公司概况、产品系列、主要亮点、财务表现和策略。
• 本报告的研究结果将帮助负责人和经营团队就未来的产品推出、型号升级、市场扩张和行销策略做出明智的决策。
• 这份全球神经形态硬体市场报告的目标受众是该行业的各类相关人员，包括投资者、供应商、产品製造商、经销商、新参与企业和金融分析师。
• 相关人员可以透过各种用于分析全球神经形态硬体市场的策略矩阵轻鬆做出决策。

目录

第一章 研究目标与前提条件

• 调查目的
• 先决条件
• 简称

第二章 市场范围

• 报告概述
  • 市场定义和范围
• 执行摘要

第三章 市场动态、监管与趋势分析

• 市场动态
• 司机
• 抑制因素
• 机会
• 影响分析
• 重大进展
• 法规环境
• 产品上市及核准
• PEST分析
• 波特分析
• 併购趋势
• 产业趋势

4. 2020-2032年全球神经形态硬体市场（依组件划分）

• 处理器
• 内存/存储
• 感测器支援硬体
• 软体工具

5. 2020-2032年全球神经形态硬体市场（依部署类型划分）

• 边缘设备
• 本地资料中心
• 基于云端的平台

6. 2020-2032年全球神经形态硬体市场（依应用领域划分）

• 影像和讯号处理
• 自然语言处理
• 机器人与自主系统
• 网路安全边缘人工智慧
• 医学/医学影像
• 工业自动化
• 其他的

7. 2020-2032年全球神经形态硬体市场（按地区划分）

• 北美洲
  • 美国
  • 加拿大
• 拉丁美洲
  • 巴西
  • 阿根廷
  • 墨西哥
  • 其他拉丁美洲国家
• 欧洲
  • 德国
  • 英国
  • 西班牙
  • 法国
  • 义大利
  • 俄罗斯
  • 其他欧洲
• 亚太地区
  • 中国
  • 印度
  • 日本
  • 澳洲
  • 韩国
  • ASEAN
  • 其他亚太地区
• 中东
  • 海湾合作委员会国家
  • 以色列
  • 其他中东国家
• 非洲
  • 南非
  • 北非
  • 中非

第八章 竞争情势

• Applied Brain Research Inc
• BrainChip Holdings Ltd
• General Vision Inc
• GrAI Matter Labs
• Hewlett Packard
• HRL Laboratories LLC
• IBM Corporation
• Innatera Nanosystems BV
• Intel Corporation
• Knowm Inc
• Micron Technology Inc
• Nepes Corporation
• Numenta Inc
• Prophesee SA
• Qualcomm Technologies Inc

第九章 分析师建议

• 机会
• 分析师观点
• Coherent Opportunity Map

第十章 参考文献与调查方法

• 参考
• 调查方法
• 关于本公司

Neuromorphic Hardware Market is estimated to be valued at USD 2.80 Bn in 2025 and is expected to reach USD 14.90 Bn by 2032, growing at a compound annual growth rate (CAGR) of 25.5% from 2025 to 2032.

The global neuromorphic hardware market represents a revolutionary paradigm shift in computing technology, drawing inspiration from the human brain's neural networks to create highly efficient, adaptive, and intelligent processing systems.

Neuromorphic hardware encompasses specialized chips, processors, and computing architectures that mimic the structure and functionality of biological neural networks, enabling real-time learning, pattern recognition, and decision-making capabilities with significantly lower power consumption compared to traditional computing systems.

Market Dynamics

The global neuromorphic hardware market is primarily driven by the exponential growth in artificial intelligence applications, increasing demand for energy-efficient computing solutions, and the limitations of traditional von Neumann architecture in handling complex AI workloads. The rising adoption of edge computing, autonomous systems, and real-time processing applications across industries is fueling market expansion, as neuromorphic hardware offers superior performance in pattern recognition, sensory processing, and adaptive learning tasks while consuming significantly less power than conventional processors. Government investments in brain-inspired computing research, growing venture capital funding for neuromorphic startups, and increasing collaboration between technology companies and research institutions are accelerating market development.

However, the market faces significant restraints including high development costs, complex manufacturing processes, limited standardization, and the nascent stage of neuromorphic algorithms and software ecosystems. The lack of skilled professionals with expertise in neuromorphic computing, challenges in integrating neuromorphic hardware with existing computing infrastructure, and uncertainty regarding performance benchmarks and evaluation metrics pose additional barriers to widespread adoption. Technical limitations such as variability in memory devices, scalability challenges, and the need for specialized programming paradigms further constrain market growth.

Key Features of the Study

• This report provides in-depth analysis of the global neuromorphic hardware market, and provides market size (USD Billion) and compound annual growth rate (CAGR%) for the forecast period (2025-2032), considering 2024 as the base year
• It elucidates potential revenue opportunities across different segments and explains attractive investment proposition matrices for this market
• This study also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, market trends, regional outlook, and competitive strategies adopted by key players
• It profiles key players in the global neuromorphic hardware market based on the following parameters - company highlights, products portfolio, key highlights, financial performance, and strategies
• Key companies covered as a part of this study include Applied Brain Research Inc, BrainChip Holdings Ltd, General Vision Inc, GrAI Matter Labs, Hewlett Packard, HRL Laboratories LLC, IBM Corporation, Innatera Nanosystems B.V, Intel Corporation, Knowm Inc, Micron Technology Inc, Nepes Corporation, Numenta Inc, Prophesee SA, and Qualcomm Technologies Inc
• Insights from this report would allow marketers and the management authorities of the companies to make informed decisions regarding their future product launches, type up-gradation, market expansion, and marketing tactics
• The global neuromorphic hardware market report caters to various stakeholders in this industry including investors, suppliers, product manufacturers, distributors, new entrants, and financial analysts
• Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the global neuromorphic hardware market

Market Segmentation

• Component Insights (Revenue, USD Billion, 2020 - 2032)
  • Processors
  • Memory and Storage
  • Sensors and Supporting Hardware
  • Software and Tools
• Deployment Mode Insights (Revenue, USD Billion, 2020 - 2032)
  • Edge Devices
  • On-Premises Data Centers
  • Cloud-Based Platforms
• Application Insights (Revenue, USD Billion, 2020 - 2032)
  • Image and Signal Processing
  • Natural Language Processing
  • Robotics and Autonomous Systems
  • Cybersecurity and Edge AI
  • Healthcare and Medical Imaging
  • Industrial Automation
  • Others
• Regional Insights (Revenue, USD Billion, 2020 - 2032)
  • North America
  • U.S.
  • Canada
  • Latin America
  • Brazil
  • Argentina
  • Mexico
  • Rest of Latin America
  • Europe
  • Germany
  • U.K.
  • Spain
  • France
  • Italy
  • Russia
  • Rest of Europe
  • Asia Pacific
  • China
  • India
  • Japan
  • Australia
  • South Korea
  • ASEAN
  • Rest of Asia Pacific
  • Middle East
  • GCC Countries
  • Israel
  • Rest of Middle East
  • Africa
  • South Africa
  • North Africa
  • Central Africa
• Key Players Insights
  • Applied Brain Research Inc
  • BrainChip Holdings Ltd
  • General Vision Inc
  • GrAI Matter Labs
  • Hewlett Packard
  • HRL Laboratories LLC
  • IBM Corporation
  • Innatera Nanosystems B.V
  • Intel Corporation
  • Knowm Inc
  • Micron Technology Inc
  • Nepes Corporation
  • Numenta Inc
  • Prophesee SA
  • Qualcomm Technologies Inc

Table of Contents

1. Research Objectives and Assumptions

• Research Objectives
• Assumptions
• Abbreviations

2. Market Purview

• Report Description
  • Market Definition and Scope
• Executive Summary
  • Global Neuromorphic Hardware Market, By Component
  • Global Neuromorphic Hardware Market, By Deployment Mode
  • Global Neuromorphic Hardware Market, By Application
  • Global Neuromorphic Hardware Market, By Region

3. Market Dynamics, Regulations, and Trends Analysis

• Market Dynamics
• Driver
• Restraint
• Opportunity
• Impact Analysis
• Key Developments
• Regulatory Scenario
• Product Launches/Approvals
• PEST Analysis
• PORTER's Analysis
• Merger and Acquisition Scenario
• Industry Trends

4. Global Neuromorphic Hardware Market, By Component, 2020-2032, (USD Billion)

• Introduction
  • Market Share Analysis, 2025 and 2032 (%)
  • Y-o-Y Growth Analysis, 2021 - 2032
  • Segment Trends
• Processors
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Memory and Storage
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Sensors and Supporting Hardware
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Software and Tools
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)

5. Global Neuromorphic Hardware Market, By Deployment Mode, 2020-2032, (USD Billion)

• Introduction
  • Market Share Analysis, 2025 and 2032 (%)
  • Y-o-Y Growth Analysis, 2021 - 2032
  • Segment Trends
• Edge Devices
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• On-Premises Data Centers
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Cloud-Based Platforms
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)

6. Global Neuromorphic Hardware Market, By Application, 2020-2032, (USD Billion)

• Introduction
  • Market Share Analysis, 2025 and 2032 (%)
  • Y-o-Y Growth Analysis, 2021 - 2032
  • Segment Trends
• Image and Signal Processing
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Natural Language Processing
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Robotics and Autonomous Systems
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Cybersecurity and Edge AI
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Healthcare and Medical Imaging
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Industrial Automation
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)
• Others
  • Introduction
  • Market Size and Forecast, and Y-o-Y Growth, 2020-2032, (USD Billion)

7. Global Neuromorphic Hardware Market, By Region, 2020 - 2032, Value (USD Billion)

• Introduction
  • Market Share (%) Analysis, 2025, 2028 & 2032, Value (USD Billion)
  • Market Y-o-Y Growth Analysis (%), 2021 - 2032, Value (USD Billion)
  • Regional Trends
• North America
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country, 2020 - 2032, Value (USD Billion)
    • U.S.
    • Canada
• Latin America
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country, 2020 - 2032, Value (USD Billion)
    • Brazil
    • Argentina
    • Mexico
    • Rest of Latin America
• Europe
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country, 2020 - 2032, Value (USD Billion)
    • Germany
    • U.K.
    • Spain
    • France
    • Italy
    • Russia
    • Rest of Europe
• Asia Pacific
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country, 2020 - 2032, Value (USD Billion)
    • China
    • India
    • Japan
    • Australia
    • South Korea
    • ASEAN
    • Rest of Asia Pacific
• Middle East
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country, 2020 - 2032, Value (USD Billion)
    • GCC Countries
    • Israel
    • Rest of Middle East
• Africa
  • Introduction
  • Market Size and Forecast, By Component, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Deployment Mode, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Application, 2020 - 2032, Value (USD Billion)
  • Market Size and Forecast, By Country/Region, 2020 - 2032, Value (USD Billion)
    • South Africa
    • North Africa
    • Central Africa

8. Competitive Landscape

• Applied Brain Research Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• BrainChip Holdings Ltd
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• General Vision Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• GrAI Matter Labs
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Hewlett Packard
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• HRL Laboratories LLC
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• IBM Corporation
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Innatera Nanosystems B.V
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Intel Corporation
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Knowm Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Micron Technology Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Nepes Corporation
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Numenta Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Prophesee SA
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies
• Qualcomm Technologies Inc
  • Company Highlights
  • Product Portfolio
  • Key Developments
  • Financial Performance
  • Strategies

9. Analyst Recommendations

• Wheel of Fortune
• Analyst View
• Coherent Opportunity Map

10. References and Research Methodology

• References
• Research Methodology
• About us