Neuromorphic Computing Market Size, Share & Trends Report

Neuromorphic Computing Market Size, Share & Trends Analysis Report By Application, By End-Use, By Deployment, By Component, By Region, And Segment Forecasts, 2023 - 2030

Report ID: GVR-1-68038-066-8
Number of Pages: 145
Format: Electronic (PDF)

Historical Range: 2018 - 2021
Industry: Technology

Market Segmentation

Neuromorphic Computing End-Use Outlook (Revenue, USD Million; 2018 - 2030)
- Consumer Electronics
- Automotive
- Healthcare
- Military & Defense
- Others
Neuromorphic Computing Application Outlook (Revenue, USD Million; 2018 - 2030)
- Signal Processing
- Image Processing
- Data Processing
- Object Detection
- Others
Neuromorphic Computing Deployment Outlook (Revenue, USD Million; 2018 - 2030)
- Edge
- Cloud
Neuromorphic Computing Component Outlook (Revenue, USD Million; 2018 - 2030)
- Hardware
- Software
- Services
Neuromorphic Computing Region Outlook (Revenue, USD Million; 2018 – 2030)
- North America
  - North America Neuromorphic Computing Market, By End-Use
    - Consumer Electronics
    - Automotive
    - Healthcare
    - Military & Defense
    - Others
  - North America Neuromorphic Computing Market, By Application
    - Signal Processing
    - Image Processing
    - Data Processing
    - Object Detection
    - Others
  - North America Neuromorphic Computing Market, By Deployment
    - Edge
    - Cloud
  - North America Neuromorphic Computing Market, By Component
    - Hardware
    - Software
    - Services
  - U.S.
    - U.S. Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - U.S. Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - U.S. Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - U.S. Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - Canada
    - Canada Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - Canada Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - Canada Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - Canada Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - Mexico
    - Mexico Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - Mexico Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - Mexico Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - Mexico Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
- Europe
  - Europe Neuromorphic Computing Market, By End-Use
    - Consumer Electronics
    - Automotive
    - Healthcare
    - Military & Defense
    - Others
  - Europe Neuromorphic Computing Market, By Application
    - Signal Processing
    - Image Processing
    - Data Processing
    - Object Detection
    - Others
  - Europe Neuromorphic Computing Market, By Deployment
    - Edge
    - Cloud
  - Europe Neuromorphic Computing Market, By Component
    - Hardware
    - Software
    - Services
  - U.K.
    - U.K. Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - U.K. Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - U.K. Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - U.K. Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - Germany
    - Germany Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - Germany Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - Germany Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - Germany Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - France
    - France Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - France Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - France Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - France Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
- Asia Pacific
  - Asia Pacific Neuromorphic Computing Market, By End-Use
    - Consumer Electronics
    - Automotive
    - Healthcare
    - Military & Defense
    - Others
  - Asia Pacific Neuromorphic Computing Market, By Application
    - Signal Processing
    - Image Processing
    - Data Processing
    - Object Detection
    - Others
  - Asia Pacific Neuromorphic Computing Market, By Deployment
    - Edge
    - Cloud
  - Asia Pacific Neuromorphic Computing Market, By Component
    - Hardware
    - Software
    - Services
  - China
    - China Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - China Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - China Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - China Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - Japan
    - Japan Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - Japan Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - Japan Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - Japan Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
  - India
    - India Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - India Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - India Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - India Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
- South America
  - South America Neuromorphic Computing Market, By End-Use
    - Consumer Electronics
    - Automotive
    - Healthcare
    - Military & Defense
    - Others
  - South America Neuromorphic Computing Market, By Application
    - Signal Processing
    - Image Processing
    - Data Processing
    - Object Detection
    - Others
  - South America Neuromorphic Computing Market, By Deployment
    - Edge
    - Cloud
  - South America Neuromorphic Computing Market, By Component
    - Hardware
    - Software
    - Services
  - Brazil
    - Brazil Neuromorphic Computing Market, By End-Use
      - Consumer Electronics
      - Automotive
      - Healthcare
      - Military & Defense
      - Others
    - Brazil Neuromorphic Computing Market, By Application
      - Signal Processing
      - Image Processing
      - Data Processing
      - Object Detection
      - Others
    - Brazil Neuromorphic Computing Market, By Deployment
      - Edge
      - Cloud
    - Brazil Neuromorphic Computing Market, By Component
      - Hardware
      - Software
      - Services
- MEA
  - MEA Neuromorphic Computing Market, By End-Use
    - Consumer Electronics
    - Automotive
    - Healthcare
    - Military & Defense
    - Others
  - MEA Neuromorphic Computing Market, By Application
    - Signal Processing
    - Image Processing
    - Data Processing
    - Object Detection
    - Others
  - MEA Neuromorphic Computing Market, By Deployment
    - Edge
    - Cloud
  - MEA Neuromorphic Computing Market, By Component
    - Hardware
    - Software
    - Services

Neuromorphic Computing Market Dynamics

Driver: Increasing demand for high-performance ICs

An integrated circuit (IC) is a semiconductor wafer that contains tiny, fabricated resistors, capacitors, and transistors with a count of thousands or millions. An IC can either be analog or digital depending on its intended application. High computing speed and low power consumption are a few of the highly desired features from an IC which is largely driving the growth of the Neuromorphic computing market. The analog circuits are used for designing neuron architecture as they tend to closely mimic a human brain but are noisy and imprecise which makes it difficult for them to correspond to the mathematical model of the neurons. However, the digital circuits approximate the neural operations very reliably. This property of digital circuits makes them an ideal choice for use in computational neuroscience research that requires discrete-time simulations.

Driver: Growing demand for artificial intelligence (AI) based services

Artificial intelligence (AI) is gaining traction and is further expected to penetrate a range of verticals such as automotive, banking and finance, law, retail, and agriculture, among others. This is due to the self-learning capabilities of the machine learning and deep learning software running on the AI systems. An artificial intelligence (AI) system mainly comprises three major components; hardware that includes computer and memory, software, and data. The traditional architecture based on von Neumann includes central processing unit (CPU) optimization through memory improvements, additional chips, field-programmable gate arrays (FPGAs), and even application-specific integrated circuits (ASICs).

Restraint: Complex hardware and software

Neuromorphic computing will be able to address the existing complex issues but designing such hardware is comparatively complex as, unlike von Neumann architecture, the neuromorphic chip has a parallel architecture. This integrates memory and processor as one. It comprises many memory structures that communicate with each other using simple messages. The memory structures include neurons and synapses where the communication takes place using spikes. Spikes allows for the simplest possible temporal message and also facilitates algorithms that are inspired by the biological neural systems. The messages are packed with an address and are routed over a network using switching fabric that yields higher total throughput. The spikes are routed on a multiscale network. The challenge that lies here is the distribution of large amounts of memory or synapses among many processors or neurons on a single chip.

What Does This Report Include?

This section will provide insights into the contents included in this neuromorphic computing market report and help gain clarity on the structure of the report to assist readers in navigating smoothly.

Neuromorphic computing market qualitative analysis

Industry overview
Industry trends
Market drivers and restraints
Market size
Growth prospects
Porter’s analysis
PESTEL analysis
Key market opportunities prioritized
Competitive landscape
- Company overview
- Financial performance
- Product benchmarking
- Latest strategic developments

Neuromorphic computing market quantitative analysis

Market size, estimates, and forecast from 2018 to 2030
Market estimates and forecast for product segments up to 2030
Regional market size and forecast for product segments up to 2030
Market estimates and forecast for application segments up to 2030
Regional market size and forecast for application segments up to 2030
Company financial performance

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