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뉴로모픽 하드웨어 시장 : 구성요소별, 도입 형태별, 용도별, 국가별, 지역별 - 세계 산업 분석, 시장 규모, 시장 점유율 및 예측(2025-2032년)

Neuromorphic Hardware Market, By Component, By Deployment, By Application, By Country, and By Region - Global Industry Analysis, Market Size, Market Share & Forecast from 2025-2032
발행일: | 리서치사: 구분자 AnalystView Market Insights | 페이지 정보: 영문 305 Pages | 배송안내 : 2-3일 (영업일 기준)

    
    
    




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뉴로모픽 하드웨어 시장 규모는 2024년에 25억 6,754만 달러로 평가되었으며, 2025년부터 2032년까지 CAGR 24.52%로 확대될 것으로 전망됩니다.

뉴로모픽 하드웨어는 인간 두뇌의 구조와 기능을 기반으로 한 미래지향적인 컴퓨팅 하드웨어의 일종입니다. 이는 메모리와 프로세싱이 분리되어 있는 기존의 폰 노이만형 컴퓨터와는 다릅니다. 뉴로모픽 컴퓨터는 학습과 기억이 분산되어 서로 얽혀있는 뇌와 같은 아키텍처를 가지고 있으며, '인공 뉴런'과 '인공 시냅스'로 구성되어 있습니다. 이들은 일반적으로 스파이크 신경망(SNN)을 이용한 이벤트 기반 컴퓨팅을 통해 고도의 병렬화, 저전력 소비, 적응성 높은 정보처리를 실현합니다. 신경계의 전기 펄스에 의한 정보 전달을 모방한 뉴로모픽 하드웨어는 전력 소비를 크게 줄이고 실시간 처리 능력을 향상시킬 수 있습니다. 일반적으로 엣지 인텔리전스, 패턴 인식, 감각 처리, 로봇 공학, 자율 시스템 및 기타 고도의 AI 부하 사용 사례에 구현됩니다. 뉴로모픽 하드웨어는 인간의 뇌에서 영감을 받아 범용 컴퓨터로는 해결할 수 없는 복잡한 AI 문제를 해결할 수 있도록 설계된 컴퓨터 설계로의 전환입니다.

뉴로모픽 하드웨어 시장 - 시장 역학

AI 및 브레인 컴퓨팅에 대한 수요 증가

인공지능(AI) 및 뇌형 컴퓨팅 시스템에 대한 수요 급증은 뉴로모픽 하드웨어 산업의 부상을 뒷받침하는 또 다른 중요한 요인입니다. 실시간 이미지 처리, 자연어 대화, 자율적 의사결정과 같은 매우 복잡한 AI 애플리케이션은 전력 효율과 확장성 측면에서 기존의 컴퓨팅 인프라(CPU, GPU 등)로는 효율적으로 처리할 수 없습니다. 뉴로모픽 하드웨어는 실제 뇌의 기능을 모방함으로써 이 문제에 대한 유망한 해결책을 제시합니다. 대규모 스파이킹 신경망(SNN)과 이벤트 기반 계산을 통해 적은 전력으로 정보를 병렬로 처리하기 때문에 기존 칩이나 프로세서에 비해 엣지 AI, 로봇, 자율주행차, 스마트 IoT 기기 등에 적합합니다. 고급 AI 연구에 대한 투자 증가와 보다 인간적인 사고를 실현하기 위한 노력은 뉴로모픽 칩과 프로세서의 판매를 더욱 촉진하여 이 산업의 성장을 촉진하고 있습니다.

뉴로모픽 하드웨어 시장 - 시장 세분화 분석:

구성요소별

센서 및 관련 하드웨어가 시장에서 큰 비중을 차지하고 있습니다. 자율주행차, 로봇, 스마트 영상 감시, 스마트 제조, 엣지 컴퓨팅 디바이스 등 실세계 애플리케이션에서 뉴로모픽 시스템의 채택이 증가함에 따라, 데이터 발생원에서 데이터를 감지하고 전처리하기 위한 센서 하드웨어 및 주변 칩에 대한 수요가 증가하고 있습니다. 이벤트 기반 비전 센서, 촉각 센서와 같은 뉴로모픽 센서 하드웨어를 뉴로모픽 아키텍처와 결합하면 극히 낮은 지연시간과 전력 소모로 인간의 뇌와 동일한 속도로 인지할 수 있어 기존 센서 파이프라인에서는 1:1로 처리할 수 없었던 새로운 애플리케이션의 길을 열 수 있습니다. 처리할 수 없었던 새로운 애플리케이션에 대한 길을 열어줍니다. 업계 전반에 걸쳐 지능적이고 자율적인 저전력 시스템에 대한 요구가 증가함에 따라 이를 지원하는 하드웨어에 대한 투자도 잇따르고 있으며, 이는 뉴로모픽 하드웨어 분야의 수익 확대로 이어지고 있습니다.

용도별

헬스케어 및 의료용 영상 진단 분야는 매출 비중에서 큰 비중을 차지하고 있습니다. MRI, CT/CAT 스캐너, 라이브 초음파 검사 등 많은 영상 진단 기법은 특히 AI 진단과 함께 사용할 경우 일반 PC가 처리할 수 있는 범위를 훨씬 뛰어넘는 연산 능력과 데이터를 필요로 합니다. 새로운 뉴로모픽 설계와 그 정보처리 방식은 전력 소모가 매우 적고, 패턴을 쉽게 인식할 수 있으며, 새로운 카테고리를 즉석에서 학습할 수 있는 등 많은 이점을 가져다줍니다. 이러한 혁신을 통해 영상 진단의 속도와 정확도를 향상시켜 진료 현장에서 실시간 진단을 가능하게 하고, 질병의 조기 발견과 맞춤형 의료와 같은 고급 기능을 제공할 수 있습니다. 의료기기 제조업체와 의료 서비스 제공자의 관심, 투자 및 채택이 확대됨에 따라 뉴로모픽 하드웨어 시장은 큰 수익을 창출하고 있습니다.

뉴로모픽 하드웨어 시장 - 지역별 분석

북미에서는 매출이 꾸준히 성장하고 있습니다. 이러한 성장은 연방정부의 자금 지원, 기존 반도체 공급망, 그리고 프로토타입에서 실용화까지의 기간을 단축하기 위한 연구 생태계가 잘 구축되어 있기 때문입니다. 2024년에는 국립 연구소와 연방 정부 프로그램의 지원을 받아 저전력 소모 뉴로모픽 프로세서를 사용하여 이벤트 기반 시각적 작업을 성공적으로 완료하는 테스트를 진행했습니다. 이를 통해 통신 및 자동차 엣지 시스템에서의 사용 사례가 두 배로 증가했습니다. 예를 들어, 2024년 인텔은 1,152개의 Loihi-2 프로세서를 탑재한 시스템 'Hala Point'를 구축했습니다. 이는 총 11억 5천만 개 이상의 뉴런과 1,280억 개 이상의 시냅스에 해당합니다. 피크 시 소비 전력은 약 2,600W로, 시스템 통합업체가 스케일업 및 에너지 측정을 위한 벤치마킹 방법을 제공합니다. 또한, 2024년에는 이종산업 파트너와의 협업을 통한 대규모의 재사용 가능한 실증 실험이 진행될 것으로 예상되며, 이를 통해 북미가 단기적인 실증 실험에서 주도권을 유지할 것으로 전망됩니다.

뉴로모픽 하드웨어 시장 - 국가별 인사이트

북미 시장에서는 미국이 주도적인 위치에 있습니다. 이러한 성장은 기술 분야에서의 세계 리더십, 막대한 투자, 그리고 첨단 컴퓨팅 애플리케이션의 광범위한 채택이 결합되어 이루어지고 있습니다. 이는 미국 내 뉴로모픽 아키텍처와 스파이킹 신경망 개발에 유리한 환경으로 작용하고 있습니다. 미국에는 수많은 최첨단 칩 설계 기업, 연구기관, AI 개발자들이 모여 있으며, 이들이 함께 이러한 기술의 진화에 크게 기여하고 있습니다. 산업계와 정부의 자원을 바탕으로 한 이 풍부한 R&D 환경은 AI, 로봇공학, 헬스케어, 자율 시스템에 최적화된 효율적이고 고성능의 뉴로모픽 하드웨어를 개발하는 데 필요한 원동력을 제공하고 있습니다.

목차

제1장 뉴로모픽 하드웨어 시장 개요

제2장 주요 요약

제3장 뉴로모픽 하드웨어 주요 시장 동향

제4장 뉴로모픽 하드웨어 산업 분석

제5장 뉴로모픽 하드웨어 시장 : 높아지는 지정학적 긴장의 영향

제6장 뉴로모픽 하드웨어 시장 구도

제7장 뉴로모픽 하드웨어 시장 : 구성요소별

제8장 뉴로모픽 하드웨어 시장 : 전개별

제9장 뉴로모픽 하드웨어 시장 : 용도별

제10장 뉴로모픽 하드웨어 시장 : 지역별

제11장 주요 벤더 분석 : 뉴로모픽 하드웨어 산업

제12장 AnalystView 전방위 전망

KSM 26.04.15

The neuromorphic hardware market size was valued at US$2,567.54 Million in 2024, expanding at a CAGR of 24.52% from 2025 to 2032.

Neuromorphic hardware is a type of futuristic computing hardware based on human brain architecture and functionality. It differs from classic von Neumann computers, where memory and processing are distinct; neuromorphic computers have a brain-like architecture where learning and memory are distributed and intertwined, consisting of "artificial neurons" and "artificial synapses." They typically perform event-driven computing using spiking neural networks (SNNs) for highly parallel, low-power, and adaptive information processing. Due to its emulation of information transfer via electrical pulses in the nerve system, neuromorphic hardware can lead to large reductions in power consumption and improved real-time processing. It is usually implemented in edge intelligence, pattern recognition, sensory processing, robotics, autonomous systems, and other high-level AI load use cases. Neuromorphic hardware is a move towards computer designs that are inspired by the human brain and designed to take on complex AI problems that general-purpose computers cannot.

Neuromorphic Hardware Market- Market Dynamics

Rising Demand for AI & Brain-Inspired Computing

The soaring demand for artificial intelligence (AI) and brain-like computing systems is another important reason behind the rise of the neuromorphic hardware industry. Supercomplex AI applications, such as real-time image processing, natural language interaction, and autonomous decision-making, cannot be efficiently fulfilled by traditional computing infrastructure (such as CPU and GPU) in terms of power efficiency and scalability. Neuromorphic hardware offers a hopeful answer to this problem by mimicking the way a real brain works, using a large-scale spiking neural network (SNN) and event-driven computation to process information in parallel while using less power, making it better suited for edge AI, robotics, self-driving cars, smart IoT devices, and more compared to traditional chips and processors. The ever-increasing capital investment in advanced AI research and the drive to greater human-like thinking have also further increased sales of neuromorphic chips and processors, thus giving rise to this industry.

Neuromorphic Hardware Market- Segmentation Analysis:

By Component

The sensors and supporting hardware capture a significant market share. As neuromorphic systems start to be adopted for real-world applications-including autonomous vehicles, robotics, smart video surveillance, smart manufacturing, and edge computing devices-more sensor hardware and peripheral chips are needed to sense and preprocess data at the source. Neuromorphic sensor hardware-such as event-based vision sensors and tactile sensors-paired with neuromorphic architectures allows for perception at the speed of the human brain with extremely low latency and power, opening up new applications that are impossible with a traditional sensor pipeline to compute one-to-one. As the need for intelligent, autonomous, and low-power systems increases across industries, investment in supporting hardware has followed in turn, allowing for revenue growth in the neuromorphic hardware segment.

By Application

The healthcare and medical imaging holds a prominent revenue share. Many imaging methods, like MRI and CT/CAT scanners, as well as live ultrasound processes, need a lot more computing power and data than regular personal computers can handle, especially when used with AI diagnostics. The new neuromorphic design and its way of processing information bring many advantages, such as using very little power, easily recognizing patterns, and being able to learn new categories on the fly. These innovations can improve the speed and precision of imaging diagnostics, provide real-time diagnosis at the point of care, and offer advanced features like early disease detection and personalized care. Increasing interest, investment, and traction from medical device manufacturers and healthcare providers has led to the neuromorphic hardware market experiencing large revenues.

Neuromorphic Hardware Market- Geographical Insights

North America experiences a strong revenue growth. The influx is due to the federal funding, legacy semiconductor supply chains, and deep research ecosystems to speed up the prototype-to-deployment times. In 2024, with help from national laboratories and federal programs, neuromorphic processors were tested using low power and successfully completed vision tasks based on events, which doubled the number of integration cases in telecom and automotive edge systems. For instance, in 2024, Intel has built Hala Point, a system that contains and houses 1,152 Loihi-2 processors, totaling over 1.15 billion neurons and over 128 billion synapses. Which has a peak power consumption of around 2,600 W, providing a benchmarking method for system integrators to scale and measure energy. Additionally, large-scale and replenishable demonstrations in 2024, in collaboration with cross-sector partners, are projected to sustain North America's lead in near-term demonstrations.

Neuromorphic Hardware Market- Country Insights

The US leads the North American market. This growth is fueled by the convergence of global leadership in technology, high investment, and widespread adoption of advanced computing applications. This is a positive environment for the development of neuromorphic architectures and spiking neural networks in the United States. The US is home to a plethora of leading-edge chip design companies, research institutions, and AI developers that together are contributing significantly to the evolution of these technologies. This deep R&D environment, backed by industry and government resources, provides the necessary momentum to develop efficient, high-performance neuromorphic hardware optimized for AI, robotics, healthcare, and autonomous systems.

Neuromorphic Hardware Market- Competitive Landscape:

The neuromorphic hardware space presents a competitive environment composed of both well-resourced established companies and agile startups. Large-scale research initiatives and platform solutions from specialists such as Intel, IBM, and Qualcomm are complemented by commercial edge hardware offerings (notably BrainChip Holdings Ltd.) and sensor/industry partnerships between technology corporations and research labs. While Intel and IBM focus on basic research and developing large research platforms (like the Loihi family and the Hala Point deployment), companies like BrainChip Holdings Ltd. and SynSense are in charge of creating low-power edge solutions, sensor technology, and specialized designs. This combination of corporate and regional competition is fostering co-evolution, with BrainChip Holdings Ltd. deployment efforts and numerous sensor chip vendor partnerships expanding the market in the medium term but also raising competition levels.

Recent Developments:

In December 2025, Innatera, the leader in neuromorphic processors for ultra-low-power intelligence at the sensor edge, will showcase its award-winning Pulsar neuromorphic microcontroller at CES 2026, 6-9 January in Las Vegas at the Venetian Tower, Hospitality, Venetian Palazzo Hospitality Suites. One year after introducing its T1 prototype at CES 2025, and just months after officially launching Pulsar at Computex, Innatera arrives at CES 2026 with real deployments, live demos, and fast-growing customer traction across smart home, industrial IoT, wearables, and healthcare.

In July 2025, Samsung announced a significant advancement in neuromorphic AI chip technology tailored for edge computing. These new brain-inspired chips replicate neural processes to enable highly efficient, low-power computing on devices such as wearables and sensors. The innovation enhances real-time, on-device data processing, minimizing dependence on cloud resources while improving responsiveness and energy efficiency.

SCOPE OF THE REPORT

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

GLOBAL NEUROMORPHIC HARDWARE MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

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

GLOBAL NEUROMORPHIC HARDWARE MARKET, BY COMPONENT - MARKET ANALYSIS, 2019 - 2032

  • Processors
  • Sensors and Supporting Hardware
  • Memory and Storage
  • Software and Tools

GLOBAL NEUROMORPHIC HARDWARE MARKET, BY DEPLOYMENT - MARKET ANALYSIS, 2019 - 2032

  • Edge Devices
  • On-Premises Data Centers
  • Cloud-Based Platforms

GLOBAL NEUROMORPHIC HARDWARE MARKET, BY APPLICATION - MARKET ANALYSIS, 2019 - 2032

  • Image and Signal Processing
  • Robotics and Autonomous Systems
  • Natural Language Processing
  • Cybersecurity and Edge AI
  • Industrial Automation
  • Healthcare and Medical Imaging
  • Others

GLOBAL Neuromorphic Hardware MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

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

Table of Contents

1. Neuromorphic Hardware Market Overview

  • 1.1. Study Scope
  • 1.2. Market Estimation Years

2. Executive Summary

  • 2.1. Market Snippet
    • 2.1.1. Neuromorphic Hardware Market Snippet by Component
    • 2.1.2. Neuromorphic Hardware Market Snippet by Deployment
    • 2.1.3. Neuromorphic Hardware Market Snippet by Application
    • 2.1.4. Neuromorphic Hardware Market Snippet by Country
    • 2.1.5. Neuromorphic Hardware Market Snippet by Region
  • 2.2. Competitive Insights

3. Neuromorphic Hardware Key Market Trends

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

4. Neuromorphic Hardware 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 Hardware Market: Impact of Escalating Geopolitical Tensions

  • 5.1. Impact of COVID-19 Pandemic
  • 5.2. Impact of Russia-Ukraine War
  • 5.3. Impact of Middle East Conflicts

6. Neuromorphic Hardware Market Landscape

  • 6.1. Neuromorphic Hardware Market Share Analysis, 2024
  • 6.2. Breakdown Data, by Key Manufacturer
    • 6.2.1. Established Players' Analysis
    • 6.2.2. Emerging Players' Analysis

7. Neuromorphic Hardware Market - By Component

  • 7.1. Overview
    • 7.1.1. Segment Share Analysis, By Component, 2024&2032 (%)
    • 7.1.2. Processors
    • 7.1.3. Sensors and Supporting Hardware
    • 7.1.4. Memory and Storage
    • 7.1.5. Software and Tools

8. Neuromorphic Hardware Market - By Deployment

  • 8.1. Overview
    • 8.1.1. Segment Share Analysis, By Deployment, 2024&2032 (%)
    • 8.1.2. Edge Devices
    • 8.1.3. On-Premises Data Centers
    • 8.1.4. Cloud-Based Platforms

9. Neuromorphic Hardware Market - By Application

  • 9.1. Overview
    • 9.1.1. Segment Share Analysis, By Application, 2024&2032 (%)
    • 9.1.2. Image and Signal Processing
    • 9.1.3. Robotics and Autonomous Systems
    • 9.1.4. Natural Language Processing
    • 9.1.5. Cybersecurity and Edge AI
    • 9.1.6. Industrial Automation
    • 9.1.7. Healthcare and Medical Imaging
    • 9.1.8. Others

10. Neuromorphic Hardware Market- By Geography

  • 10.1. Introduction
    • 10.1.1. Segment Share Analysis, By Geography, 2024&2032 (%)
  • 10.2. North America
    • 10.2.1. Overview
    • 10.2.2. Neuromorphic Hardware Key Manufacturers in North America
    • 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Billion)
    • 10.2.4. North America Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
    • 10.2.5. North America Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
    • 10.2.6. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.2.7. U.S.
      • 10.2.7.1. Overview
      • 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.2.7.3. U.S. Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.2.7.4. U.S. Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.2.7.5. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.2.8. Canada
      • 10.2.8.1. Overview
      • 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.2.8.3. Canada Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.2.8.4. Canada Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.2.8.5. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
  • 10.3. Europe
    • 10.3.1. Overview
    • 10.3.2. Neuromorphic Hardware Key Manufacturers in Europe
    • 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Billion)
    • 10.3.4. Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
    • 10.3.5. Europe Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
    • 10.3.6. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.7. Germany
      • 10.3.7.1. Overview
      • 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.7.3. Germany Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.7.4. Germany Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.7.5. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.8. UK
      • 10.3.8.1. Overview
      • 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.8.3. UK Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.8.4. UK Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.8.5. UK Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.9. France
      • 10.3.9.1. Overview
      • 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.9.3. France Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.9.4. France Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.9.5. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.10. Italy
      • 10.3.10.1. Overview
      • 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.10.3. Italy Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.10.4. Italy Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.10.5. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.11. Spain
      • 10.3.11.1. Overview
      • 10.3.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.11.3. Spain Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.11.4. Spain Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.11.5. Spain Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.12. The Netherlands
      • 10.3.12.1. Overview
      • 10.3.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.12.3. The Netherlands Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.12.4. The Netherlands Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.12.5. The Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.13. Sweden
      • 10.3.13.1. Overview
      • 10.3.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.13.3. Sweden Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.13.4. Sweden Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.13.5. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.14. Russia
      • 10.3.14.1. Overview
      • 10.3.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.14.3. Russia Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.14.4. Russia Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.14.5. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.15. Poland
      • 10.3.15.1. Overview
      • 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.15.3. Poland Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.15.4. Poland Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.15.5. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.3.16. Rest of Europe
      • 10.3.16.1. Overview
      • 10.3.16.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.3.16.3. Rest of the Europe Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.3.16.4. Rest of the Europe Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.3.16.5. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
  • 10.4. Asia Pacific (APAC)
    • 10.4.1. Overview
    • 10.4.2. Neuromorphic HardwareKey Manufacturers in Asia Pacific
    • 10.4.3. APAC Market Size and Forecast, By Country, 2019 - 2032 (US$ Billion)
    • 10.4.4. APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
    • 10.4.5. APAC Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
    • 10.4.6. APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.7. China
      • 10.4.7.1. Overview
      • 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.7.3. China Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.7.4. China Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.7.5. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.8. India
      • 10.4.8.1. Overview
      • 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.8.3. India Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.8.4. India Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.8.5. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.9. Japan
      • 10.4.9.1. Overview
      • 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.9.3. Japan Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.9.4. Japan Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.9.5. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.10. South Korea
      • 10.4.10.1. Overview
      • 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.10.3. South Korea Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.10.4. South Korea Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.10.5. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.11. Australia
      • 10.4.11.1. Overview
      • 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.11.3. Australia Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.11.4. Australia Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.11.5. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.12. Indonesia
      • 10.4.12.1. Overview
      • 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.12.3. Indonesia Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.12.4. Indonesia Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.12.5. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.13. Thailand
      • 10.4.13.1. Overview
      • 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.13.3. Thailand Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.13.4. Thailand Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.13.5. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.14. Philippines
      • 10.4.14.1. Overview
      • 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.14.3. PhilippinesMarket Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.14.4. Philippines Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.14.5. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.4.15. Rest of APAC
      • 10.4.15.1. Overview
      • 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.4.15.3. Rest of APAC Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.4.15.4. Rest of APAC Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.4.15.5. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
  • 10.5. Latin America (LATAM)
    • 10.5.1. Overview
    • 10.5.2. Neuromorphic Hardware Key Manufacturers in Latin America
    • 10.5.3. LATAM Market Size and Forecast, By Country, 2019 - 2032 (US$ Billion)
    • 10.5.4. LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
    • 10.5.5. LATAM Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
    • 10.5.6. LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.5.7. Brazil
      • 10.5.7.1. Overview
      • 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.5.7.3. Brazil Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.5.7.4. Brazil Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.5.7.5. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.5.8. Mexico
      • 10.5.8.1. Overview
      • 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.5.8.3. Mexico Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.5.8.4. Mexico Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.5.8.5. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.5.9. Argentina
      • 10.5.9.1. Overview
      • 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.5.9.3. Argentina Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.5.9.4. Argentina Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.5.9.5. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.5.10. Colombia
      • 10.5.10.1. Overview
      • 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.5.10.3. Colombia Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.5.10.4. Colombia Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.5.10.5. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.5.11. Rest of LATAM
      • 10.5.11.1. Overview
      • 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.5.11.3. Rest of LATAM Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.5.11.4. Rest of LATAM Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.5.11.5. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
  • 10.6. Middle East and Africa (MEA)
    • 10.6.1. Overview
    • 10.6.2. Neuromorphic HardwareKey Manufacturers in Middle East and Africa
    • 10.6.3. MEA Market Size and Forecast, By Country, 2019 - 2032 (US$ Billion)
    • 10.6.4. MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
    • 10.6.5. MEA Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
    • 10.6.6. MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.7. Saudi Arabia
      • 10.6.7.1. Overview
      • 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.7.3. Saudi Arabia Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.7.4. Saudi Arabia Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.7.5. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.8. UAE
      • 10.6.8.1. Overview
      • 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.8.3. UAE Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.8.4. UAE Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.8.5. UAE Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.9. Israel
      • 10.6.9.1. Overview
      • 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.9.3. Israel Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.9.4. Israel Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.9.5. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.10. Turkey
      • 10.6.10.1. Overview
      • 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.10.3. Turkey Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.10.4. Turkey Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.10.5. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.11. Algeria
      • 10.6.11.1. Overview
      • 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.11.3. Algeria Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.11.4. Algeria Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.11.5. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.12. Egypt
      • 10.6.12.1. Overview
      • 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.12.3. Egypt Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.12.4. Egypt Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.12.5. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)
    • 10.6.13. Rest of MEA
      • 10.6.13.1. Overview
      • 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Billion)
      • 10.6.13.3. Rest of MEA Market Size and Forecast, By Component, 2019 - 2032 (US$ Billion)
      • 10.6.13.4. Rest of MEA Market Size and Forecast, By Deployment, 2019 - 2032 (US$ Billion)
      • 10.6.13.5. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Billion)

11. Key Vendor Analysis- Neuromorphic Hardware Industry

  • 11.1. Competitive Dashboard
    • 11.1.1. Competitive Benchmarking
    • 11.1.2. Competitive Positioning
  • 11.2. Company Profiles
    • 11.2.1. Applied Brain Research Inc
    • 11.2.2. BrainChip Holdings Ltd
    • 11.2.3. GrAI Matter Labs
    • 11.2.4. General Vision Inc
    • 11.2.5. Hewlett Packard
    • 11.2.6. HRL Laboratories LLC
    • 11.2.7. IBM Corporation
    • 11.2.8. Innatera Nanosystems B.V
    • 11.2.9. Intel Corporation
    • 11.2.10. Numenta Inc
    • 11.2.11. Micron Technology Inc
    • 11.2.12. Nepes Corporation
    • 11.2.13. Knowm Inc
    • 11.2.14. Prophesee SA
    • 11.2.15. Qualcomm Technologies Inc

12. 360 Degree Analyst View

13. Appendix

  • 13.1. Research Methodology
  • 13.2. References
  • 13.3. Abbreviations
  • 13.4. Disclaimer
  • 13.5. Contact Us
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