시장보고서
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세계의 뉴로모픽 컴퓨팅 시장 : 규모, 점유율, 동향 분석(배포 방식별, 구성 요소별, 최종 용도별, 용도별, 지역별), 전망, 예측

Global Neuromorphic Computing Market Size, Share & Industry Analysis Report By Deployment (Edge and Cloud), By Component (Hardware, Software, and Services), By End-use, By Application, By Regional Outlook and Forecast, 2025 - 2032

발행일: | 리서치사: KBV Research | 페이지 정보: 영문 347 Pages | 배송안내 : 즉시배송

    
    
    



※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

세계 뉴로모픽 컴퓨팅 시장 규모는 예측 기간 동안 19.7%의 연평균 복합 성장률(CAGR)로, 2032년까지 260억 2,000만 달러에 달할 것으로 예상되고 있습니다.

게다가 뉴로모픽 컴퓨팅 시장을 가장 변혁적으로 견인하는 요인 중 하나는 그 뛰어난 실시간 처리 능력입니다. 쿠시스템은 즉각적인 이벤트 구동 컴퓨팅을 가능하게 함으로써 근본적으로 다른 접근법을 제공하며, 실시간 환경에 최적입니다. 인간 뇌의 신경 구조를 모델로 한 뉴로모픽 시스템은 즉각적인 이벤트 기반 계산을 가능하게 하여 실시간 환경에 이상적으로 적합하도록 함으로써 근본적으로 다른 접근 방식을 제공합니다.

그러나, 뉴로모픽 하드웨어는 뇌의 아키텍처를 모방하는 것을 목표로 하고 있지만, 복잡성과 효율성을 재현하는 것은 매우 어려운 과제입니다. 현재의 뉴로모픽 칩은 확장성, 신뢰성, 제조 일관성이라는 점에서 한계에 직면하고 있습니다. 엄청난 수의 인공 뉴런과 시냅스를 칩에 집적하면 전력 소비, 방열성 및 신호 품질과 관련된 과제가 발생합니다. 이러한 하드웨어 과제를 해결하기 위해서는 재료 과학자, 엔지니어, 컴퓨터 과학자의 학제 간 조사와 협력이 필요하며 확장 가능하고 안정적이며 효율적인 신경 모형 시스템을 개발해야합니다.

배포 방식별 전망

도입에 따라 시장은 에지와 클라우드로 분류됩니다. 뉴로모픽 컴퓨팅의 클라우드 도입은 여전히 초기 단계이지만 큰 가능성을 가지고 있습니다. 클라우드 기반 뉴로모픽 시스템은 뉴로모픽 프로세서 또는 시뮬레이터를 중앙 집중식 데이터센터에 통합하여 대규모 AI 모델의 학습과 추론을 처리합니다. 이 접근법 뒤의 목적은 클라우드에서 전통적인 딥러닝 워크로드를 실행할 때 발생하는 엄청난 에너지 비용을 줄이는 것입니다.

구성 요소별 전망

구성 요소에 따라 시장은 하드웨어, 소프트웨어, 서비스로 분류됩니다. 소프트웨어 부문은 뉴로모픽 시스템의 운영에 필요한 프로그래밍 프레임워크, 개발 툴, 시뮬레이션 플랫폼, 신경 모델링 환경을 제공함으로써 하드웨어를 보완합니다. 기존의 AI 소프트웨어와는 달리, 뉴로모픽 소프트웨어는 이벤트 기반 프로세싱, 비동기 통신 및 적응 학습 모델에 대응해야 합니다.

최종 용도별 전망

최종 용도에 따라 시장은 소비자용 전자기기, 자동차, 의료, 군 및 방위 및 기타 최종 용도로 분류됩니다. 자동차 분야에서는 특히 첨단 운전 지원 시스템(ADAS), 자동차 인지 시스템, 자율 내비게이션 분야에서 뉴로모픽 컴퓨팅의 통합이 진행되고 있습니다. 시장 트렌드는 클라우드에 의존하지 않고 순간적인 판단을 가능하게 하는 센서 퓨전과 자동차 인텔리전스로 전환하고 있습니다. 뉴로모픽 프로세서는 시각, 청각 및 공간 데이터를 동시에 처리할 수 있으므로 응답 시간을 단축하고 안전성을 향상시킵니다.

용도별 전망

용도에 따라 시장은 이미지 처리, 신호 처리, 데이터 처리, 물체 감지 및 기타 용도로 분류됩니다. 신호 처리는 뉴로모픽 시스템이 특히 청각, 촉각, 생체 신호와 같은 복잡한 시계열 데이터 처리에 탁월한 중요한 응용 분야입니다. 의료에서는 뉴로모픽 칩을 이용하여 뇌파(EEG) 및 심전도(ECG) 데이터를 실시간으로 처리하여 휴대용 진단에 이용하고 있습니다. 음성 처리 분야에서 스파이킹 신경망은 음성 인식, 음원 위치, 적응 보청기 등의 고급 기능을 제공합니다. 이 시스템은 생물학적 신경 회로의 시간적 역학을 모방하도록 설계되었으며 동적 입력 스트림의 해석에 탁월한 효율성을 제공합니다.

지역 전망

지역별로 볼 때 시장은 북미, 유럽, 아시아태평양, LAMEA(라틴아메리카, 중동, 아프리카)로 분류됩니다. 학습이나 교사 없는 학습이라고 하는 새로운 AI 패러다임과의 융합입니다. 이 융합은 특히 북미에 있어서 중요하고, 산업계는 인간의 개입을 최소한으로 억제하면서 실시간으로 학습 및 적응할 수 있는 AI 시스템, 즉 생물지능을 충실하게 모방하는 시스템을 요구하고 있습니다.

목차

제1장 시장의 범위와 분석 수법

  • 시장의 정의
  • 목적
  • 시장 범위
  • 세분화
  • 분석 방법

제2장 시장 개관

  • 주요 하이라이트

제3장 시장 개요

  • 소개
    • 개요
  • 시장에 영향을 미치는 주요 요인
    • 시장 성장 촉진요인
    • 시장 성장 억제요인
    • 시장 기회
    • 시장의 과제

제4장 경쟁 분석 : 세계 시장

  • 시장 점유율 분석(2024년)
  • Porter's Five Forces 분석

제5장 주요 고객 기준 : 뉴로모픽 컴퓨팅 시장

  • 에너지 효율과 전력 소비
  • 실시간 성능
  • 확장성과 유연성
  • 스파이킹 신경망(SNN) 프레임워크와의 호환성
  • 용도별 최적화
  • 소유 비용과 ROI
  • 에코시스템 지원 및 벤더 신뢰성
  • 보안 및 프라이버시 규정 준수

제6장 세계 뉴로모픽 컴퓨팅 시장 : 배포 방식별

  • 세계 엣지 마켓 : 지역별
  • 세계 클라우드 시장 : 지역별

제7장 세계 뉴로모픽 컴퓨팅 시장 : 구성 요소별

  • 세계 하드웨어 시장 : 지역별
  • 세계 소프트웨어 시장 : 지역별
  • 세계 서비스 시장 : 지역별

제8장 세계 뉴로모픽 컴퓨팅 시장 : 최종 용도별

  • 세계 소비자용 전자기기 시장 : 지역별
  • 세계 자동차 시장 : 지역별
  • 세계 의료 시장 : 지역별
  • 세계 군 및 방위 시장 : 지역별
  • 세계 다른 최종 용도 시장 : 지역별

제9장 세계 뉴로모픽 컴퓨팅 시장 : 용도별

  • 세계 화상 처리 시장 : 지역별
  • 세계 신호 처리 시장 : 지역별
  • 세계 데이터 처리 시장 : 지역별
  • 세계 물체 검출 시장 : 지역별
  • 세계 다른 용도 시장 : 지역별

제10장 세계 뉴로모픽 컴퓨팅 시장 : 지역별

  • 북미
    • 북미의 뉴로모픽 컴퓨팅 시장 : 국가별
      • 미국
      • 캐나다
      • 멕시코
      • 기타 북미
  • 유럽
    • 유럽의 뉴로모픽 컴퓨팅 시장 : 국가별
      • 독일
      • 영국
      • 프랑스
      • 러시아
      • 스페인
      • 이탈리아
      • 기타 유럽
  • 아시아태평양
    • 아시아태평양의 뉴로모픽 컴퓨팅 시장 : 국가별
      • 중국
      • 일본
      • 인도
      • 한국
      • 싱가포르
      • 말레이시아
      • 기타 아시아태평양
  • 라틴아메리카, 중동 및 아프리카
    • 라틴아메리카, 중동 및 아프리카의 뉴로모픽 컴퓨팅 시장 : 국가별
      • 브라질
      • 아르헨티나
      • 아랍에미리트(UAE)
      • 사우디아라비아
      • 남아프리카
      • 나이지리아
      • 기타 라틴아메리카, 중동 및 아프리카

제11장 기업 프로파일

  • IBM Corporation
  • Hewlett Packard Enterprise Company
  • Intel Corporation
  • BrainChip Holdings Ltd
  • Applied Brain Research, Inc
  • General Vision Inc
  • BrainCo, Inc
  • Brain Corporation
  • Knowm Inc
  • Numenta, Inc

제12장 뉴로모픽 컴퓨팅 시장의 성공 필수 조건

SHW 25.06.17

The Global Neuromorphic Computing Market size is expected to reach $26.02 billion by 2032, rising at a market growth of 19.7% CAGR during the forecast period.

Neuromorphic systems deployed at the edge can independently interpret data and respond without needing constant cloud communication. This is especially valuable in areas with limited connectivity or applications where rapid decision-making is essential, such as autonomous driving, remote healthcare, and industrial automation. As the Internet of Things (IoT) expands, edge-based neuromorphic deployment is becoming increasingly prominent, enabling intelligent behavior in low-power, resource-constrained environments.

The drive toward energy efficiency and sustainability has emerged as one of the most powerful forces behind the advancement of neuromorphic computing. Unlike conventional computing systems based on the von Neumann architecture, which separates processing and memory units and relies heavily on constant data shuttling, neuromorphic systems are inspired by the human brain. This architectural difference makes them inherently more energy-efficient, opening up pathways to sustainable computational models suitable for modern digital demands. In summary, energy efficiency and sustainability are not peripheral benefits but core enablers of neuromorphic computing. As demand for low-power, high-performance processing intensifies across sectors, neuromorphic systems offer a compelling path forward-one that not only advances technological capabilities but does so in a manner that is environmentally responsible and economically viable.

Additionally, One of the most transformative drivers of the neuromorphic computing market is its unparalleled real-time processing capability. Traditional digital computing systems-relying on sequential data processing and centralized architectures-struggle to meet the demands of real-time applications that require ultra-low latency, high responsiveness, and dynamic adaptability. Neuromorphic systems, modeled after the human brain's neuronal structures, provide a fundamentally different approach by enabling immediate, event-driven computation, making them ideally suited for real-time environments. In conclusion, neuromorphic computing's strength in real-time processing positions it as a key enabler of next-generation technologies. Its ability to emulate the brain's immediate response to stimuli opens the door to innovations across transportation, healthcare, defense, and automation.

However, Neuromorphic hardware aims to emulate the brain's architecture, but replicating its complexity and efficiency is a formidable task. Current neuromorphic chips face limitations in terms of scalability, reliability, and manufacturing consistency. The integration of a vast number of artificial neurons and synapses on a chip poses challenges related to power consumption, heat dissipation, and signal integrity. Addressing these hardware challenges requires interdisciplinary research and collaboration between material scientists, engineers, and computer scientists to develop scalable, reliable, and efficient neuromorphic systems.

Deployment Outlook

Based on Deployment, the market is segmented into Edge and Cloud. Cloud deployment of neuromorphic computing remains in an early experimental stage but holds immense potential. Cloud-based neuromorphic systems involve integrating neuromorphic processors or simulators into centralized data centers to handle large-scale AI model training and inference. The motivation behind this approach lies in reducing the massive energy costs associated with running traditional deep learning workloads in the cloud.

Component Outlook

Based on Component, the market is segmented into Hardware, Software, and Services. The Software segment complements the hardware by providing the programming frameworks, development tools, simulation platforms, and neural modeling environments required to operate neuromorphic systems. Unlike conventional AI software, neuromorphic software must accommodate event-based processing, asynchronous communication, and adaptive learning models.

End-use Outlook

Based on End-use, the market is segmented into Consumer Electronics, Automotive, Healthcare, Military & Defense, and Other End-use. The Automotive sector is witnessing growing integration of neuromorphic computing, particularly in the domains of advanced driver-assistance systems (ADAS), in-vehicle perception systems, and autonomous navigation. The market trend is shifting toward sensor fusion and on-board intelligence that can make split-second decisions without cloud dependence. Neuromorphic processors can process visual, auditory, and spatial data concurrently, enabling faster response times and improved safety.

Application Outlook

Based on Application, the market is segmented into Image Processing, Signal Processing, Data Processing, Object Detection, and Other Application. Signal Processing is another key application area where neuromorphic systems excel, particularly in handling complex time-series data such as auditory, tactile, or biosignals. In healthcare, neuromorphic chips are used to process electroencephalogram (EEG) or electrocardiogram (ECG) data in real time for portable diagnostics. In audio processing, spiking neural networks enable advanced features such as speech recognition, sound localization, and adaptive hearing aids. These systems are designed to mimic the temporal dynamics of biological neural circuits, offering unmatched efficiency in interpreting dynamic input streams.

Regional Outlook

Region-wise, the market is analyzed across North America, Europe, Asia Pacific, and LAMEA. One of the significant trends shaping the future of the neuromorphic computing market in North America is the convergence of neuromorphic architectures with emerging AI paradigms such as continual learning and unsupervised learning. This fusion is particularly relevant in the North American context, where industries are increasingly seeking AI systems capable of learning and adapting in real-time with minimal human intervention-closely emulating biological intelligence.

List of Key Companies Profiled

  • IBM Corporation
  • Hewlett Packard Enterprise Company
  • Intel Corporation
  • BrainChip Holdings Ltd.
  • Applied Brain Research, Inc.
  • General Vision Inc.
  • BrainCo, Inc.
  • Brain Corporation
  • Knowm Inc.
  • Numenta, Inc.

Global Neuromorphic Computing Market Report Segmentation

By Deployment

  • Edge
  • Cloud

By Component

  • Hardware
  • Software
  • Services

By End-use

  • Consumer Electronics
  • Automotive
  • Healthcare
  • Military & Defense
  • Other End-use

By Application

  • Image Processing
  • Signal Processing
  • Data Processing
  • Object Detection
  • Other Application

By Geography

  • North America
    • US
    • Canada
    • Mexico
    • Rest of North America
  • Europe
    • Germany
    • UK
    • France
    • Russia
    • Spain
    • Italy
    • Rest of Europe
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Singapore
    • Malaysia
    • Rest of Asia Pacific
  • LAMEA
    • Brazil
    • Argentina
    • UAE
    • Saudi Arabia
    • South Africa
    • Nigeria
    • Rest of LAMEA

Table of Contents

Chapter 1. Market Scope & Methodology

  • 1.1 Market Definition
  • 1.2 Objectives
  • 1.3 Market Scope
  • 1.4 Segmentation
    • 1.4.1 Global Neuromorphic Computing Market, by Deployment
    • 1.4.2 Global Neuromorphic Computing Market, by Component
    • 1.4.3 Global Neuromorphic Computing Market, by End-use
    • 1.4.4 Global Neuromorphic Computing Market, by Application
    • 1.4.5 Global Neuromorphic Computing Market, by Geography
  • 1.5 Methodology for the research

Chapter 2. Market at a Glance

  • 2.1 Key Highlights

Chapter 3. Market Overview

  • 3.1 Introduction
    • 3.1.1 Overview
  • 3.2 Key Factors Impacting the Market
    • 3.2.1 Market Drivers
    • 3.2.2 Market Restraints
    • 3.2.3 Market Opportunities
    • 3.2.4 Challenges

Chapter 4. Competition Analysis - Global

  • 4.1 Market Share Analysis, 2024
  • 4.2 Porter Five Forces Analysis

Chapter 5. Key Customer Criteria - Neuromorphic Computing Market

  • 5.1 Energy Efficiency and Power Consumption
  • 5.2 Real-Time Performance
  • 5.3 Scalability and Flexibility
  • 5.4 Compatibility with Spiking Neural Network (SNN) Frameworks
  • 5.5 Application-Specific Optimization
  • 5.6 Cost of Ownership and ROI
  • 5.7 Ecosystem Support and Vendor Reliability
  • 5.8 Security and Privacy Compliance

Chapter 6. Global Neuromorphic Computing Market by Deployment

  • 6.1 Global Edge Market by Region
  • 6.2 Global Cloud Market by Region

Chapter 7. Global Neuromorphic Computing Market by Component

  • 7.1 Global Hardware Market by Region
  • 7.2 Global Software Market by Region
  • 7.3 Global Services Market by Region

Chapter 8. Global Neuromorphic Computing Market by End-use

  • 8.1 Global Consumer Electronics Market by Region
  • 8.2 Global Automotive Market by Region
  • 8.3 Global Healthcare Market by Region
  • 8.4 Global Military & Defense Market by Region
  • 8.5 Global Other End-use Market by Region

Chapter 9. Global Neuromorphic Computing Market by Application

  • 9.1 Global Image Processing Market by Region
  • 9.2 Global Signal Processing Market by Region
  • 9.3 Global Data Processing Market by Region
  • 9.4 Global Object Detection Market by Region
  • 9.5 Global Other Application Market by Region

Chapter 10. Global Neuromorphic Computing Market by Region

  • 10.1 North America Neuromorphic Computing Market
    • 10.1.1 North America Neuromorphic Computing Market by Deployment
      • 10.1.1.1 North America Edge Market by Region
      • 10.1.1.2 North America Cloud Market by Region
    • 10.1.2 North America Neuromorphic Computing Market by Component
      • 10.1.2.1 North America Hardware Market by Country
      • 10.1.2.2 North America Software Market by Country
      • 10.1.2.3 North America Services Market by Country
    • 10.1.3 North America Neuromorphic Computing Market by End-use
      • 10.1.3.1 North America Consumer Electronics Market by Country
      • 10.1.3.2 North America Automotive Market by Country
      • 10.1.3.3 North America Healthcare Market by Country
      • 10.1.3.4 North America Military & Defense Market by Country
      • 10.1.3.5 North America Other End-use Market by Country
    • 10.1.4 North America Neuromorphic Computing Market by Application
      • 10.1.4.1 North America Image Processing Market by Country
      • 10.1.4.2 North America Signal Processing Market by Country
      • 10.1.4.3 North America Data Processing Market by Country
      • 10.1.4.4 North America Object Detection Market by Country
      • 10.1.4.5 North America Other Application Market by Country
    • 10.1.5 North America Neuromorphic Computing Market by Country
      • 10.1.5.1 US Neuromorphic Computing Market
        • 10.1.5.1.1 US Neuromorphic Computing Market by Deployment
        • 10.1.5.1.2 US Neuromorphic Computing Market by Component
        • 10.1.5.1.3 US Neuromorphic Computing Market by End-use
        • 10.1.5.1.4 US Neuromorphic Computing Market by Application
      • 10.1.5.2 Canada Neuromorphic Computing Market
        • 10.1.5.2.1 Canada Neuromorphic Computing Market by Deployment
        • 10.1.5.2.2 Canada Neuromorphic Computing Market by Component
        • 10.1.5.2.3 Canada Neuromorphic Computing Market by End-use
        • 10.1.5.2.4 Canada Neuromorphic Computing Market by Application
      • 10.1.5.3 Mexico Neuromorphic Computing Market
        • 10.1.5.3.1 Mexico Neuromorphic Computing Market by Deployment
        • 10.1.5.3.2 Mexico Neuromorphic Computing Market by Component
        • 10.1.5.3.3 Mexico Neuromorphic Computing Market by End-use
        • 10.1.5.3.4 Mexico Neuromorphic Computing Market by Application
      • 10.1.5.4 Rest of North America Neuromorphic Computing Market
        • 10.1.5.4.1 Rest of North America Neuromorphic Computing Market by Deployment
        • 10.1.5.4.2 Rest of North America Neuromorphic Computing Market by Component
        • 10.1.5.4.3 Rest of North America Neuromorphic Computing Market by End-use
        • 10.1.5.4.4 Rest of North America Neuromorphic Computing Market by Application
  • 10.2 Europe Neuromorphic Computing Market
    • 10.2.1 Europe Neuromorphic Computing Market by Deployment
      • 10.2.1.1 Europe Edge Market by Country
      • 10.2.1.2 Europe Cloud Market by Country
    • 10.2.2 Europe Neuromorphic Computing Market by Component
      • 10.2.2.1 Europe Hardware Market by Country
      • 10.2.2.2 Europe Software Market by Country
      • 10.2.2.3 Europe Services Market by Country
    • 10.2.3 Europe Neuromorphic Computing Market by End-use
      • 10.2.3.1 Europe Consumer Electronics Market by Country
      • 10.2.3.2 Europe Automotive Market by Country
      • 10.2.3.3 Europe Healthcare Market by Country
      • 10.2.3.4 Europe Military & Defense Market by Country
      • 10.2.3.5 Europe Other End-use Market by Country
    • 10.2.4 Europe Neuromorphic Computing Market by Application
      • 10.2.4.1 Europe Image Processing Market by Country
      • 10.2.4.2 Europe Signal Processing Market by Country
      • 10.2.4.3 Europe Data Processing Market by Country
      • 10.2.4.4 Europe Object Detection Market by Country
      • 10.2.4.5 Europe Other Application Market by Country
    • 10.2.5 Europe Neuromorphic Computing Market by Country
      • 10.2.5.1 Germany Neuromorphic Computing Market
        • 10.2.5.1.1 Germany Neuromorphic Computing Market by Deployment
        • 10.2.5.1.2 Germany Neuromorphic Computing Market by Component
        • 10.2.5.1.3 Germany Neuromorphic Computing Market by End-use
        • 10.2.5.1.4 Germany Neuromorphic Computing Market by Application
      • 10.2.5.2 UK Neuromorphic Computing Market
        • 10.2.5.2.1 UK Neuromorphic Computing Market by Deployment
        • 10.2.5.2.2 UK Neuromorphic Computing Market by Component
        • 10.2.5.2.3 UK Neuromorphic Computing Market by End-use
        • 10.2.5.2.4 UK Neuromorphic Computing Market by Application
      • 10.2.5.3 France Neuromorphic Computing Market
        • 10.2.5.3.1 France Neuromorphic Computing Market by Deployment
        • 10.2.5.3.2 France Neuromorphic Computing Market by Component
        • 10.2.5.3.3 France Neuromorphic Computing Market by End-use
        • 10.2.5.3.4 France Neuromorphic Computing Market by Application
      • 10.2.5.4 Russia Neuromorphic Computing Market
        • 10.2.5.4.1 Russia Neuromorphic Computing Market by Deployment
        • 10.2.5.4.2 Russia Neuromorphic Computing Market by Component
        • 10.2.5.4.3 Russia Neuromorphic Computing Market by End-use
        • 10.2.5.4.4 Russia Neuromorphic Computing Market by Application
      • 10.2.5.5 Spain Neuromorphic Computing Market
        • 10.2.5.5.1 Spain Neuromorphic Computing Market by Deployment
        • 10.2.5.5.2 Spain Neuromorphic Computing Market by Component
        • 10.2.5.5.3 Spain Neuromorphic Computing Market by End-use
        • 10.2.5.5.4 Spain Neuromorphic Computing Market by Application
      • 10.2.5.6 Italy Neuromorphic Computing Market
        • 10.2.5.6.1 Italy Neuromorphic Computing Market by Deployment
        • 10.2.5.6.2 Italy Neuromorphic Computing Market by Component
        • 10.2.5.6.3 Italy Neuromorphic Computing Market by End-use
        • 10.2.5.6.4 Italy Neuromorphic Computing Market by Application
      • 10.2.5.7 Rest of Europe Neuromorphic Computing Market
        • 10.2.5.7.1 Rest of Europe Neuromorphic Computing Market by Deployment
        • 10.2.5.7.2 Rest of Europe Neuromorphic Computing Market by Component
        • 10.2.5.7.3 Rest of Europe Neuromorphic Computing Market by End-use
        • 10.2.5.7.4 Rest of Europe Neuromorphic Computing Market by Application
  • 10.3 Asia Pacific Neuromorphic Computing Market
    • 10.3.1 Asia Pacific Neuromorphic Computing Market by Deployment
      • 10.3.1.1 Asia Pacific Edge Market by Country
      • 10.3.1.2 Asia Pacific Cloud Market by Country
    • 10.3.2 Asia Pacific Neuromorphic Computing Market by Component
      • 10.3.2.1 Asia Pacific Hardware Market by Country
      • 10.3.2.2 Asia Pacific Software Market by Country
      • 10.3.2.3 Asia Pacific Services Market by Country
    • 10.3.3 Asia Pacific Neuromorphic Computing Market by End-use
      • 10.3.3.1 Asia Pacific Consumer Electronics Market by Country
      • 10.3.3.2 Asia Pacific Automotive Market by Country
      • 10.3.3.3 Asia Pacific Healthcare Market by Country
      • 10.3.3.4 Asia Pacific Military & Defense Market by Country
      • 10.3.3.5 Asia Pacific Other End-use Market by Country
    • 10.3.4 Asia Pacific Neuromorphic Computing Market by Application
      • 10.3.4.1 Asia Pacific Image Processing Market by Country
      • 10.3.4.2 Asia Pacific Signal Processing Market by Country
      • 10.3.4.3 Asia Pacific Data Processing Market by Country
      • 10.3.4.4 Asia Pacific Object Detection Market by Country
      • 10.3.4.5 Asia Pacific Other Application Market by Country
    • 10.3.5 Asia Pacific Neuromorphic Computing Market by Country
      • 10.3.5.1 China Neuromorphic Computing Market
        • 10.3.5.1.1 China Neuromorphic Computing Market by Deployment
        • 10.3.5.1.2 China Neuromorphic Computing Market by Component
        • 10.3.5.1.3 China Neuromorphic Computing Market by End-use
        • 10.3.5.1.4 China Neuromorphic Computing Market by Application
      • 10.3.5.2 Japan Neuromorphic Computing Market
        • 10.3.5.2.1 Japan Neuromorphic Computing Market by Deployment
        • 10.3.5.2.2 Japan Neuromorphic Computing Market by Component
        • 10.3.5.2.3 Japan Neuromorphic Computing Market by End-use
        • 10.3.5.2.4 Japan Neuromorphic Computing Market by Application
      • 10.3.5.3 India Neuromorphic Computing Market
        • 10.3.5.3.1 India Neuromorphic Computing Market by Deployment
        • 10.3.5.3.2 India Neuromorphic Computing Market by Component
        • 10.3.5.3.3 India Neuromorphic Computing Market by End-use
        • 10.3.5.3.4 India Neuromorphic Computing Market by Application
      • 10.3.5.4 South Korea Neuromorphic Computing Market
        • 10.3.5.4.1 South Korea Neuromorphic Computing Market by Deployment
        • 10.3.5.4.2 South Korea Neuromorphic Computing Market by Component
        • 10.3.5.4.3 South Korea Neuromorphic Computing Market by End-use
        • 10.3.5.4.4 South Korea Neuromorphic Computing Market by Application
      • 10.3.5.5 Singapore Neuromorphic Computing Market
        • 10.3.5.5.1 Singapore Neuromorphic Computing Market by Deployment
        • 10.3.5.5.2 Singapore Neuromorphic Computing Market by Component
        • 10.3.5.5.3 Singapore Neuromorphic Computing Market by End-use
        • 10.3.5.5.4 Singapore Neuromorphic Computing Market by Application
      • 10.3.5.6 Malaysia Neuromorphic Computing Market
        • 10.3.5.6.1 Malaysia Neuromorphic Computing Market by Deployment
        • 10.3.5.6.2 Malaysia Neuromorphic Computing Market by Component
        • 10.3.5.6.3 Malaysia Neuromorphic Computing Market by End-use
        • 10.3.5.6.4 Malaysia Neuromorphic Computing Market by Application
      • 10.3.5.7 Rest of Asia Pacific Neuromorphic Computing Market
        • 10.3.5.7.1 Rest of Asia Pacific Neuromorphic Computing Market by Deployment
        • 10.3.5.7.2 Rest of Asia Pacific Neuromorphic Computing Market by Component
        • 10.3.5.7.3 Rest of Asia Pacific Neuromorphic Computing Market by End-use
        • 10.3.5.7.4 Rest of Asia Pacific Neuromorphic Computing Market by Application
  • 10.4 LAMEA Neuromorphic Computing Market
    • 10.4.1 LAMEA Neuromorphic Computing Market by Deployment
      • 10.4.1.1 LAMEA Edge Market by Country
      • 10.4.1.2 LAMEA Cloud Market by Country
    • 10.4.2 LAMEA Neuromorphic Computing Market by Component
      • 10.4.2.1 LAMEA Hardware Market by Country
      • 10.4.2.2 LAMEA Software Market by Country
      • 10.4.2.3 LAMEA Services Market by Country
    • 10.4.3 LAMEA Neuromorphic Computing Market by End-use
      • 10.4.3.1 LAMEA Consumer Electronics Market by Country
      • 10.4.3.2 LAMEA Automotive Market by Country
      • 10.4.3.3 LAMEA Healthcare Market by Country
      • 10.4.3.4 LAMEA Military & Defense Market by Country
      • 10.4.3.5 LAMEA Other End-use Market by Country
    • 10.4.4 LAMEA Neuromorphic Computing Market by Application
      • 10.4.4.1 LAMEA Image Processing Market by Country
      • 10.4.4.2 LAMEA Signal Processing Market by Country
      • 10.4.4.3 LAMEA Data Processing Market by Country
      • 10.4.4.4 LAMEA Object Detection Market by Country
      • 10.4.4.5 LAMEA Other Application Market by Country
    • 10.4.5 LAMEA Neuromorphic Computing Market by Country
      • 10.4.5.1 Brazil Neuromorphic Computing Market
        • 10.4.5.1.1 Brazil Neuromorphic Computing Market by Deployment
        • 10.4.5.1.2 Brazil Neuromorphic Computing Market by Component
        • 10.4.5.1.3 Brazil Neuromorphic Computing Market by End-use
        • 10.4.5.1.4 Brazil Neuromorphic Computing Market by Application
      • 10.4.5.2 Argentina Neuromorphic Computing Market
        • 10.4.5.2.1 Argentina Neuromorphic Computing Market by Deployment
        • 10.4.5.2.2 Argentina Neuromorphic Computing Market by Component
        • 10.4.5.2.3 Argentina Neuromorphic Computing Market by End-use
        • 10.4.5.2.4 Argentina Neuromorphic Computing Market by Application
      • 10.4.5.3 UAE Neuromorphic Computing Market
        • 10.4.5.3.1 UAE Neuromorphic Computing Market by Deployment
        • 10.4.5.3.2 UAE Neuromorphic Computing Market by Component
        • 10.4.5.3.3 UAE Neuromorphic Computing Market by End-use
        • 10.4.5.3.4 UAE Neuromorphic Computing Market by Application
      • 10.4.5.4 Saudi Arabia Neuromorphic Computing Market
        • 10.4.5.4.1 Saudi Arabia Neuromorphic Computing Market by Deployment
        • 10.4.5.4.2 Saudi Arabia Neuromorphic Computing Market by Component
        • 10.4.5.4.3 Saudi Arabia Neuromorphic Computing Market by End-use
        • 10.4.5.4.4 Saudi Arabia Neuromorphic Computing Market by Application
      • 10.4.5.5 South Africa Neuromorphic Computing Market
        • 10.4.5.5.1 South Africa Neuromorphic Computing Market by Deployment
        • 10.4.5.5.2 South Africa Neuromorphic Computing Market by Component
        • 10.4.5.5.3 South Africa Neuromorphic Computing Market by End-use
        • 10.4.5.5.4 South Africa Neuromorphic Computing Market by Application
      • 10.4.5.6 Nigeria Neuromorphic Computing Market
        • 10.4.5.6.1 Nigeria Neuromorphic Computing Market by Deployment
        • 10.4.5.6.2 Nigeria Neuromorphic Computing Market by Component
        • 10.4.5.6.3 Nigeria Neuromorphic Computing Market by End-use
        • 10.4.5.6.4 Nigeria Neuromorphic Computing Market by Application
      • 10.4.5.7 Rest of LAMEA Neuromorphic Computing Market
        • 10.4.5.7.1 Rest of LAMEA Neuromorphic Computing Market by Deployment
        • 10.4.5.7.2 Rest of LAMEA Neuromorphic Computing Market by Component
        • 10.4.5.7.3 Rest of LAMEA Neuromorphic Computing Market by End-use
        • 10.4.5.7.4 Rest of LAMEA Neuromorphic Computing Market by Application

Chapter 11. Company Profiles

  • 11.1 IBM Corporation
    • 11.1.1 Company Overview
    • 11.1.2 Financial Analysis
    • 11.1.3 Regional & Segmental Analysis
    • 11.1.4 Research & Development Expenses
    • 11.1.5 SWOT Analysis
  • 11.2 Hewlett Packard Enterprise Company
    • 11.2.1 Company Overview
    • 11.2.2 Financial Analysis
    • 11.2.3 Segmental and Regional Analysis
    • 11.2.4 Research & Development Expense
    • 11.2.5 SWOT Analysis
  • 11.3 Intel Corporation
    • 11.3.1 Company Overview
    • 11.3.2 Financial Analysis
    • 11.3.3 Segmental and Regional Analysis
    • 11.3.4 Research & Development Expenses
    • 11.3.5 SWOT Analysis
  • 11.4 BrainChip Holdings Ltd
    • 11.4.1 Company Overview
    • 11.4.2 Financial Analysis
    • 11.4.3 Regional Analysis
    • 11.4.4 Research & Development Expenses
    • 11.4.5 Recent strategies and developments:
      • 11.4.5.1 Partnerships, Collaborations, and Agreements:
    • 11.4.6 SWOT Analysis
  • 11.5 Applied Brain Research, Inc.
    • 11.5.1 Company Overview
    • 11.5.2 SWOT Analysis
  • 11.6 General Vision Inc.
    • 11.6.1 Company Overview
    • 11.6.2 SWOT Analysis
  • 11.7 BrainCo, Inc.
    • 11.7.1 Company Overview
    • 11.7.2 SWOT Analysis
  • 11.8 Brain Corporation
    • 11.8.1 Company Overview
  • 11.9 Knowm Inc.
    • 11.9.1 Company Overview
  • 11.10. Numenta, Inc.
    • 11.10.1 Company Overview

Chapter 12. Winning Imperatives of Neuromorphic Computing Market

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