Global Neuromorphic Computing Market Size, Share, and Growth & Trends Analysis By Offering (Hardware, Software) By Development (Edge Computing, Cloud Computing) By Application (Image Recognition, Signal Recognition, Data Mining, Others) By Industry Verticals (Consumer electronics, Automotive, IT & Telecom, Aerospace & Defense, Industrial, Healthcare, Others) By Region (North America, Asia Pacific, Europe, Middle East & Africa, South America): Regional Outlook, Growth Potential and Segments Forecast 2024-2031

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The Global Neuromorphic Computing Market size was USD 5.2 billion in 2023 and is projected to reach USD 15.5 billion by 2031, with a CAGR of 25.3% during the forecast period. 

Global Neuromorphic Computing Market: Overview

The neuromorphic computing market is experiencing rapid growth, driven by consumer interest in AI solutions that replicate the architecture of the brain in humans. Emulating brain structures improves artificial intelligence systems’ capacity to process complex data. Furthermore, there’s an emphasis on energy efficiency, which aligns with the goals of sustainability. Neuromorphic hardware advancements, including chips that resemble synapses and neurons, allow for simultaneous processing, which improves cognitive work efficiency. Real-time learning enables systems to change dynamically, which is critical for applications like robotics. Furthermore, neuromorphic computing is expanding to edge gadgets, meeting the growing demand for localised data processing. This shift improves speed and decreases latency, which is essential in safety-sensitive applications such as cars that drive themselves.

Global Neuromorphic Computing Market: Covid-19 Impact

The COVID-19 epidemic had an enormous effect on the neural computing sector. Positively, it accelerated the widespread use of neuromorphic processors in medical equipment, particularly in medical imaging data analysis, promoting growth in healthcare. However, interruptions in global manufacturing cycles along with supply chains hampered market expansion. With vaccine distribution and the recovery from the pandemic beginning, especially around North Europe and America, the industry is expected to recover and rises.

Global Neuromorphic Computing Market: Growth Drivers

  • Advancements in Artificial Intelligence (AI) and Machine Learning (ML):

The rising need for AI and ML applications in a variety of industries is a primary driver of neuromorphic computing research. Neuromorphic chips increase effectiveness and effectiveness in areas like as recognising patterns, natural language processing, and making decisions on their own.

  • Energy Efficiency:

Conventional computer architectures suffer energy consumption issues, particularly for AI activities which require significant computational capacity. Neuromorphic computing architectures are designed to mirror the structure of the brain, allowing for highly efficient processing while consuming substantially less power than traditional computers. This energy efficiency is a major driving force underlying the growth of neuromorphic computing in a variety of software, including IoT devices, edge computing, and autonomous devices.

  • Parallel Processing Capability:

Neuromorphic computing architectures excel in parallel processing, allowing for faster and more scalable computation of complex tasks. This parallelism is essential for handling the massive amounts of data generated by modern applications such as big data analytics, real-time sensor processing, and immersive virtual reality experiences. The ability to efficiently process large datasets in parallel drives the adoption of neuromorphic computing in data-intensive applications.

Global Neuromorphic Computing Market: Restraining Factors

  • High Development Costs:

Despite the potential benefits, the development of neuromorphic computing technologies requires significant investments in research, design, and fabrication. Fabricating neuromorphic chips with the required precision and scalability involves complex manufacturing processes, leading to high initial costs. These high development costs can pose a barrier to entry for smaller companies and startups, limiting the widespread adoption of neuromorphic computing technologies.

  • Limited Commercial Availability:

While research into neuromorphic computing has advanced significantly, commercial availability of neuromorphic memory chips and systems remains restricted. Scaling up manufacturing and assuring dependability are difficulties that prevent neuromorphic computing from becoming prevalent in mainstream applications. The dearth of commercial neuromorphic solutions hinders market development and adoption across many sectors, limiting its impact on the larger computer market.

Global Neuromorphic Computing Market:  Opportunity Factors

  • Emerging Applications in Edge Computing:

Edge computing, which includes analysing information closer to the source of generation, has significant consequences for neural computing. Neuromorphic chips, with their low power consumption and immediate processing capabilities, are ideal for edge computing tasks such as autonomous vehicles, industrial automation, and intelligent infrastructure. The ability to do complicated AI operations locally at the frontier increases efficiency, lowers latency, and promotes overall system performance.

  • Integration with Internet of Things (IoT) Devices:

The proliferation of IoT devices across various industries creates opportunities for neuromorphic computing to enhance device intelligence and efficiency. Neuromorphic chips’ energy-efficient and parallel processing capabilities enable IoT devices to perform advanced AI tasks locally, without relying heavily on cloud computing resources. This integration enhances the scalability, responsiveness, and autonomy of IoT ecosystems, driving demand for neuromorphic computing solutions in IoT applications.

Global Neuromorphic Computing Market: Challenges

  • Algorithmic Complexity:

Developing algorithms optimized for neuromorphic computing architectures poses challenges due to their unique characteristics, such as spiking neural networks and event-driven processing. Traditional AI and ML algorithms designed for von Neumann architectures may not fully exploit the capabilities of neuromorphic hardware, requiring new approaches and techniques. Adapting existing algorithms or developing new ones tailored for neuromorphic computing is a significant challenge for researchers and developers.

  • Hardware Limitations and Scalability:

While neuromorphic computing designs improve energy economy and parallel processing, they have constraints in terms of hardware scaling and speed. Designing neuromorphic devices with enough scalability for handling large-scale AI activities while preserving energy economy and reliability is a difficult engineering challenge. Overcoming hardware limits and attaining scalability without sacrificing performance remains a significant problem for the advancement and deployment of neuromorphic computing technology.

Global Neuromorphic Computing Market: Segmentation

Based on Offerings: The market is segmented into Hardware & Software.

Based on Development: The market is segmented into Edge Computing, Cloud Computing.

Based on Application: The market is segmented into Image Recognition, Signal Recognition, Data Mining, Others.

Based on Industry Vertical: The market is segmented into Consumer electronics, Automotive, IT & Telecom, Aerospace & Defense, Industrial, Healthcare, Others.

Global Neuromorphic Computing Market: Regional Insights

  • North America:

The Neuromorphic Computing Market has expanded and innovated significantly in recent years, due to key developments and collaborations. BrainChip Holdings Ltd. collaborated with VVDN Technologies to introduce the sector’s first Edge box powered by neuromorphic technology, employing BrainChip’s Akida processors. SynSense’s declaration of the Xylo IMU neuromorphic developer kit broadened the possibilities for motion computation applications. Furthermore, KAIST’s pioneering work in AI semiconductor creation demonstrated the possibility for ultra-low power consumption in massive language model processing. In this environment, the market for consumer electronics, notably smartphones, is emerging as a key driver, with applications such as biometrics and speech recognition driving need. North America, with its technologically sophisticated population and robust innovation ecosystem, is at the vanguard of this rapidly growing market.

  • Asia Pacific:

The Asia Pacific neuromorphic computing business is expanding rapidly, owing to advances in machine learning and artificial intelligence technology. Neuromorphic computing, which mimics the neural networks of the human brain, provides unparalleled processing efficiency for complex information. This region benefits from heightened research activities, government funding, and significant spending by important businesses in the development of neuromorphic both software and hardware solutions. Applications include healthcare, finance, automotive, and consumer electronics. With rising demand for outstanding performance computing systems, the Asia Pacific area is positioned for significant market growth, catering to a wide range of business needs while also encouraging innovation in neural-inspired computer technology.

Global Neuromorphic Computing Market: Competitive Landscape

BrainChip Holdings Ltd., General Vision Inc., Applied Brain Research Inc., Samsung Electronics Ltd., IBM Corporation, Intel Corporation, Vicarious, Numenta, Qualcomm Incorporated, Samsung Electronics Ltd.

Global Neuromorphic Computing Market: Recent Developments

  • August 28, 2023 – BrainChip Holdings Ltd the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI IP, announced a partnership with Tata Elxsi, a leading design and technology services provider, joining its Essential AI ecosystem.
  • December 15, 2023 – BrainChip Holdings Ltd, the world’s first commercial producer of ultra-low power, fully digital, event-based, neuromorphic AI IP, unveiled previews of the industry’s first Edge box using neuromorphic technology, developed in collaboration with VVDN Technologies, a premier electronics and manufacturing company.
  • March 04, 2024: IBM announced the expansion of IBM Technology Expert Labs capacity in India, focused on helping clients to fully realize the potential of technologies like AI, Hybrid Cloud, and Cybersecurity, to keep their businesses strong in a highly competitive landscape.

Table of Content

CHAPTER 1: EXECUTIVE SUMMARY
1.1. Summary
CHAPTER 2: RESEARCH METHODOLOGY
2.1. Research Process
2.2. Primary Research
2.3. Secondary Research
2.4. Market Size Estimation
2.5. Research Methodology
2.6. Analyst Tools/Models/Techniques
2.6.1. Notations
2.7. Market Scope & Segmentation
2.8. Currency & Pricing Considered
CHAPTER 3: MARKET TRENDS
3.1. Introduction
3.2. Drivers
3.2.1. Advancements in Artificial Intelligence (AI) and Machine Learning (ML)
3.3. Restraints
3.3.1. High Development Costs
3.4. Opportunities
3.4.1. Emerging Applications in Edge Computing
3.5. Challenges
3.5.1. Algorithmic Complexity
3.6. Investment Feasibility Analysis
3.7. Latest Trends
CHAPTER 4: MARKET ASSESSMENT
4.1. Porters Five Forces Analysis
4.1.1. Bargaining Power of Suppliers
4.1.2. Bargaining Power of Buyers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitute
4.1.5. Intensity of Competitive Rivalry
4.2. Value Chain Analysis
4.3. Market Share Analysis
4.4. Impact of Key Regulations on the Market
4.5. SWOT Analysis
4.6. PESTEL Analysis
4.7. Patent Analysis
4.7.1. By OFFERING
4.7.2. By DEVELOPMENT
4.7.3. By APPLICATION
4.7.4. By INDUSTRY VERTICALS
4.8. Roadmap Development
4.9. Market Lineage Outlook
4.9.1. Parent Market Outlook
4.9.2. Ancillary Market Outlook
CHAPTER 5: IMPACT OF RECESSION ON THE MARKET
5.1. Introduction
5.1.1. Short Term Impact
5.1.2. Long Term Impact
CHAPTER 6: GLOBAL NEUROMORPHIC COMPUTING MARKET, BY OFFERING
6.1. Introduction
6.1.1. Market Size & Forecast
6.1.2. Global Neuromorphic Computing Market Share, by Offering -2023 and 2031 (%)
6.2. HARDWARE
6.2.1. Key market Trends, Growth Factors, and Opportunities
6.2.2. Market Size and Forecast, by Regions
6.3. SOFTWARE
6.3.1. Key market Trends, Growth Factors, and Opportunities
6.3.2. Market Size and Forecast, by Regions
CHAPTER 7: GLOBAL NEUROMORPHIC COMPUTING MARKET, BY DEVELOPMENT
7.1. Introduction
7.1.1. Market Size & Forecast
7.1.2. Global Neuromorphic Computing Market Share, DEVELOPMENT -2023 and 2031 (%)
7.2. EDGE COMPUTING
7.2.1. Key market Trends, Growth Factors, and Opportunities
7.2.2. Market Size and Forecast, by Regions
7.3. CLOUD COMPUTING
7.3.1. Key market Trends, Growth Factors, and Opportunities
7.3.2. Market Size and Forecast, by Regions
CHAPTER 8: GLOBAL NEUROMORPHIC COMPUTING MARKET, BY APPLICATION
8.1. Introduction
8.1.1. Market Size & Forecast
8.1.2. Neuromorphic Computing Market Share, by APPLICATION -2023 and 2031 (%)
8.2. CLOUD COMPUTING
8.2.1. Key market Trends, Growth Factors, and Opportunities
8.2.2. Market Size and Forecast, by Regions
8.3. SIGNAL RECOGNITION
8.3.1. Key market Trends, Growth Factors, and Opportunities
8.3.2. Market Size and Forecast, by Regions
8.4. DATA MINING
8.4.1. Key market Trends, Growth Factors, and Opportunities
8.4.2. Market Size and Forecast, by Regions
8.5. OTHERS
8.5.1. Key market Trends, Growth Factors, and Opportunities
8.5.2. Market Size and Forecast, by Regions
CHAPTER 9: GLOBAL NEUROMORPHIC COMPUTING MARKET, BY INDUSTRY VERTICALS
9.1. Introduction
9.1.1. Market Size & Forecast
9.1.2. Global Neuromorphic Computing Market Share, by INDUSTRY VERTICALS -2023 and 2031 (%)
9.2. CONSUMER ELECTRONICS
9.2.1. Key market Trends, Growth Factors, and Opportunities
9.2.2. Market Size and Forecast, by Regions
9.3. AUTOMOTIVE
9.3.1. Key market Trends, Growth Factors, and Opportunities
9.3.2. Market Size and Forecast, by Regions
9.4. IT & TELECOM
9.4.1. Key market Trends, Growth Factors, and Opportunities
9.4.2. Market Size and Forecast, by Regions
9.5. AEROSPACE & DEFENSE
9.5.1. Key market Trends, Growth Factors, and Opportunities
9.5.2. Market Size and Forecast, by Regions
9.6. INDUSTRIAL
9.6.1. Key market Trends, Growth Factors, and Opportunities
9.6.2. Market Size and Forecast, by Regions
9.7. HEALTHCARE
9.7.1. Key market Trends, Growth Factors, and Opportunities
9.7.2. Market Size and Forecast, by Regions
CHAPTER 10: NORTH AMERICA MARKET ANALYSIS
10.1. Introduction
10.2. Neuromorphic Computing Market by Country
10.3. North America Neuromorphic Computing Market by Country, USD Million 2019-2031
10.3.1. Market Size & Forecast, By OFFERING
10.3.2. Market Size & Forecast, by DEVELOPMENT
10.3.3. Market Size & Forecast, by APPLICATION
10.3.4. Market Size & Forecast, by INDUSTRY VERTICALS
10.4. U.S.
10.4.1. Market Size & Forecast, By OFFERING
10.4.2. Market Size & Forecast, by DEVELOPMENT
10.4.3. Market Size & Forecast, by APPLICATION
10.4.4. Market Size & Forecast, by INDUSTRY VERTICALS
10.5. Canada
10.5.1. Market Size & Forecast, By OFFERING
10.5.2. Market Size & Forecast, by DEVELOPMENT
10.5.3. Market Size & Forecast, by APPLICATION
10.5.4. Market Size & Forecast, by INDUSTRY VERTICALS
CHAPTER 11: EUROPE MARKET ANALYSIS
11.1. Introduction
11.2. Neuromorphic Computing Market by Country
11.3. Europe Neuromorphic Computing Market by Country, USD Million 2019-2031
11.3.1. Market Size & Forecast, By OFFERING
11.3.2. Market Size & Forecast, by DEVELOPMENT
11.3.3. Market Size & Forecast, by APPLICATION
11.3.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.4. Germany
11.4.1. Market Size & Forecast, By OFFERING
11.4.2. Market Size & Forecast, by DEVELOPMENT
11.4.3. Market Size & Forecast, by APPLICATION
11.4.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.5. France
11.5.1. Market Size & Forecast, By OFFERING
11.5.2. Market Size & Forecast, by DEVELOPMENT
11.5.3. Market Size & Forecast, by APPLICATION
11.5.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.6. U.K.
11.6.1. Market Size & Forecast, By OFFERING
11.6.2. Market Size & Forecast, by DEVELOPMENT
11.6.3. Market Size & Forecast, by APPLICATION
11.6.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.7. Italy
11.7.1. Market Size & Forecast, By OFFERING
11.7.2. Market Size & Forecast, by DEVELOPMENT
11.7.3. Market Size & Forecast, by APPLICATION
11.7.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.8. Spain
11.8.1. Market Size & Forecast, By OFFERING
11.8.2. Market Size & Forecast, by DEVELOPMENT
11.8.3. Market Size & Forecast, by APPLICATION
11.8.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.9. Benelux
11.9.1. Market Size & Forecast, By OFFERING
11.9.2. Market Size & Forecast, by DEVELOPMENT
11.9.3. Market Size & Forecast, by APPLICATION
11.9.4. Market Size & Forecast, by INDUSTRY VERTICALS
11.10. Rest of Europe
11.10.1. Market Size & Forecast, By OFFERING
11.10.2. Market Size & Forecast, by DEVELOPMENT
11.10.3. Market Size & Forecast, by APPLICATION
11.10.4. Market Size & Forecast, by INDUSTRY VERTICALS
CHAPTER 12: ASIA-PACIFIC MARKET ANALYSIS
12.1. Introduction
12.2. Neuromorphic Computing Market by Country
12.3. Asia Pacific Neuromorphic Computing Market by Country, USD Million 2019-2031
12.3.1. Market Size & Forecast, By OFFERING
12.3.2. Market Size & Forecast, by DEVELOPMENT
12.3.3. Market Size & Forecast, by APPLICATION
12.3.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.4. China
12.4.1. Market Size & Forecast, By OFFERING
12.4.2. Market Size & Forecast, by DEVELOPMENT
12.4.3. Market Size & Forecast, by APPLICATION
12.4.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.5. India
12.5.1. Market Size & Forecast, By OFFERING
12.5.2. Market Size & Forecast, by DEVELOPMENT
12.5.3. Market Size & Forecast, by APPLICATION
12.5.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.6. Japan
12.6.1. Market Size & Forecast, By OFFERING
12.6.2. Market Size & Forecast, by DEVELOPMENT
12.6.3. Market Size & Forecast, by APPLICATION
12.6.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.7. Australia
12.7.1. Market Size & Forecast, By OFFERING
12.7.2. Market Size & Forecast, by DEVELOPMENT
12.7.3. Market Size & Forecast, by APPLICATION
12.7.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.8. South Korea
12.8.1. Market Size & Forecast, By OFFERING
12.8.2. Market Size & Forecast, by DEVELOPMENT
12.8.3. Market Size & Forecast, by APPLICATION
12.8.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.9. Souethest Asia
12.9.1. Market Size & Forecast, By OFFERING
12.9.2. Market Size & Forecast, by DEVELOPMENT
12.9.3. Market Size & Forecast, by APPLICATION
12.9.4. Market Size & Forecast, by INDUSTRY VERTICALS
12.10. Rest of Asia Pacific
12.10.1. Market Size & Forecast, By OFFERING
12.10.2. Market Size & Forecast, by DEVELOPMENT
12.10.3. Market Size & Forecast, by APPLICATION
12.10.4. Market Size & Forecast, by INDUSTRY VERTICALS
CHAPTER 13: LATIN AMERICA AND THE CARIBBEAN MARKET ANALYSIS
13.1. Introduction
13.2. Neuromorphic Computing Market by Country
13.3. Latin America Neuromorphic Computing Market by Country, USD Million 2019-2031
13.3.1. Market Size & Forecast, By OFFERING
13.3.2. Market Size & Forecast, by DEVELOPMENT
13.3.3. Market Size & Forecast, by APPLICATION
13.3.4. Market Size & Forecast, by INDUSTRY VERTICALS
13.4. Brazil
13.4.1. Market Size & Forecast, By OFFERING
13.4.2. Market Size & Forecast, by DEVELOPMENT
13.4.3. Market Size & Forecast, by APPLICATION
13.4.4. Market Size & Forecast, by INDUSTRY VERTICALS
13.5. Mexico
13.5.1. Market Size & Forecast, By OFFERING
13.5.2. Market Size & Forecast, by DEVELOPMENT
13.5.3. Market Size & Forecast, by APPLICATION
13.5.4. Market Size & Forecast, by INDUSTRY VERTICALS
13.6. Rest of Latin America
13.6.1. Market Size & Forecast, By OFFERING
13.6.2. Market Size & Forecast, by DEVELOPMENT
13.6.3. Market Size & Forecast, by APPLICATION
13.6.4. Market Size & Forecast, by INDUSTRY VERTICALS
CHAPTER 14: THE MIDDLE EAST AND AFRICA MARKET ANALYSIS
14.1. Introduction
14.2. Neuromorphic Computing Market by Country
14.3. MEA Neuromorphic Computing Market by Country, USD Million 2019-2031
14.3.1. Market Size & Forecast, By OFFERING
14.3.2. Market Size & Forecast, by DEVELOPMENT
14.3.3. Market Size & Forecast, by APPLICATION
14.3.4. Market Size & Forecast, by INDUSTRY VERTICALS
14.4. South Africa
14.4.1. Market Size & Forecast, By OFFERING
14.4.2. Market Size & Forecast, by DEVELOPMENT
14.4.3. Market Size & Forecast, by APPLICATION
14.4.4. Market Size & Forecast, by INDUSTRY VERTICALS
14.5. Saudi Arabia
14.5.1. Market Size & Forecast, By OFFERING
14.5.2. Market Size & Forecast, by DEVELOPMENT
14.5.3. Market Size & Forecast, by APPLICATION
14.5.4. Market Size & Forecast, by INDUSTRY VERTICALS
14.6. UAE
14.6.1. Market Size & Forecast, By OFFERING
14.6.2. Market Size & Forecast, by DEVELOPMENT
14.6.3. Market Size & Forecast, by APPLICATION
14.6.4. Market Size & Forecast, by INDUSTRY VERTICALS
14.7. Rest of MEA
14.7.1. Market Size & Forecast, By OFFERING
14.7.2. Market Size & Forecast, by DEVELOPMENT
14.7.3. Market Size & Forecast, by APPLICATION
14.7.4. Market Size & Forecast, by INDUSTRY VERTICALS
CHAPTER 15: COMPETITIVE LANDSCAPE
15.1. Introduction
15.2. Market Player Positioning, 2022
15.3. Company Evaluation Matrix
15.4. Product Mapping of Top 10 Player
15.5. Market Opportunities and Future Trends
15.6. Competitive Heatmap
15.7. Top Winning Growth Strategies
15.7.1. Major Growth Strategies
15.7.2. Expansion
15.7.3. Merger and Acquisition
15.7.4. Other Developments
CHAPTER 16: COMPANY PROFILES
16.1. BRAINCHIP HOLDINGS LTD
16.1.1. Company Overview
16.1.2. Key Executives
16.1.3. Financial Overview
16.1.4. Business Offeringnalysis
16.1.5. Product Portfolio
16.1.6. Key Strategic Developments
16.2. GENERAL VISION INC.
16.3. APPLIED BRAIN RESEARCH INC.
16.4. SAMSUNG ELECTRONICS LTD.
16.5. IBM CORPORATION
16.6. INTEL CORPORATION
16.7. VICARIOUS
16.8. NUMENTA
16.9. QUALCOMM INCORPORATED
16.10. SAMSUNG ELECTRONICS LTD
16.11. OTHERS

Tables & Figures

LIST OF TABLES
Table 1. Global Neuromorphic Computing Market INDUSTRY SNAPSHOT, 2022-2031
Table 2. Global Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 3. Global Neuromorphic Computing Market HARDWARE, BY REGION-2019-2031 (USD MILLION)
Table 4. Global Neuromorphic Computing Market SOFTWARE, BY REGION-2019-2031 (USD MILLION)
Table 5. Global Neuromorphic Computing Market SHARE, by DEVELOPMENT SIZE-2019-2031 (USD MILLION)
Table 6. Global Neuromorphic Computing Market EDGE COMPUTING, BY REGION-2019-2031 (USD MILLION)
Table 7. Global Neuromorphic Computing Market CLOUD COMPUTING, BY REGION-2019-2031 (USD MILLION)
Table 8. Global Neuromorphic Computing Market SHARE, by APPLICATION -2019-2031 (USD MILLION)
Table 9. Global Neuromorphic Computing Market CLOUD COMPUTING, BY REGION-2019-2031 (USD MILLION)
Table 10. Global Neuromorphic Computing Market SIGNAL RECOGNITION, BY REGION-2019-2031 (USD MILLION)
Table 11. Global Neuromorphic Computing Market DATA MINING, BY REGION-2019-2031 (USD MILLION)
Table 12. Global Neuromorphic Computing Market OTHERS, BY REGION-2019-2031 (USD MILLION)
Table 13. Global Neuromorphic Computing Market SHARE, INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 14. Global Neuromorphic Computing Market FOR CONSUMER ELECTRONICS, BY REGION-2019-2031 (USD MILLION)
Table 15. Global Neuromorphic Computing Market FOR AUTOMOTIVE BY REGION-2019-2031 (USD MILLION)
Table 16. Global Neuromorphic Computing Market FOR IT & TELECOM BY REGION-2019-2031 (USD MILLION)
Table 17. Global Neuromorphic Computing Market FOR AEROSPACE & DEFENSE BY REGION-2019-2031 (USD MILLION)
Table 18. Global Neuromorphic Computing Market FOR INDUSTRIAL BY REGION-2019-2031 (USD MILLION)
Table 19. Global Neuromorphic Computing Market FOR HEALTHCARE BY REGION-2019-2031 (USD MILLION)
Table 20. NORTH AMERICA Neuromorphic Computing Market BY COUNTRY, USD MILLION 2019-2031
Table 21. NORTH AMERICA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 22. NORTH AMERICA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 23. NORTH AMERICA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 24. NORTH AMERICA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 25. U.S. Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 26. U.S. Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 27. U.S. Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 28. U.S. Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 29. CANADA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 30. CANADA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 31. CANADA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 32. CANADA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 33. EUROPE Neuromorphic Computing Market BY COUNTRY, USD MILLION 2019-2031
Table 34. EUROPE Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 35. EUROPE Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 36. EUROPE Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 37. EUROPE Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 38. GERMANY Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 39. GERMANY Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 40. GERMANY Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 41. GERMANY Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 42. FRANCE Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 43. FRANCE Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 44. FRANCE Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 45. FRANCE Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 46. UK Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 47. UK Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 48. UK Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 49. UK Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 50. ITALY Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 51. ITALY Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 52. ITALY Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 53. ITALY Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 54. SPAIN Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 55. SPAIN Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 56. SPAIN Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 57. SPAIN Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 58. BENELUX Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 59. BENELUX Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 60. BENELUX Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 61. BENELUX Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 62. REST OF EUROPE Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 63. REST OF EUROPE Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 64. REST OF EUROPE Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 65. REST OF EUROPE Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 66. ASIA PACIFIC Neuromorphic Computing Market BY COUNTRY, USD MILLION 2019-2031
Table 67. ASIA PACIFIC Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 68. ASIA PACIFIC Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 69. ASIA PACIFIC Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 70. ASIA PACIFIC Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 71. CHINA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 72. CHINA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 73. CHINA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 74. CHINA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 75. INDIA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 76. INDIA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 77. INDIA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 78. INDIA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 79. JAPAN Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 80. JAPAN Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 81. JAPAN Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 82. JAPAN Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 83. AUSTRALIA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 84. AUSTRALIA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 85. AUSTRALIA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 86. AUSTRALIA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 87. SOUTH KOREA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 88. SOUTH KOREA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 89. SOUTH KOREA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 90. SOUTH KOREA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 91. SOUETHEST ASIA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 92. SOUETHEST ASIA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 93. SOUETHEST ASIA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 94. SOUETHEST ASIA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 95. REST OF ASIA PACIFIC Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 96. REST OF ASIA PACIFIC Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 97. REST OF ASIA PACIFIC Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 98. REST OF ASIA PACIFIC Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 99. LATIN AMERICA Neuromorphic Computing Market BY COUNTRY, USD MILLION 2019-2031
Table 100. LATIN AMERICA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 101. LATIN AMERICA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 102. LATIN AMERICA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 103. LATIN AMERICA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 104. BRAZIL Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 105. BRAZIL Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 106. BRAZIL Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 107. BRAZIL Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 108. MEXICO Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 109. MEXICO Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 110. MEXICO Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 111. MEXICO Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 112. REST OF LATIN AMERICA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 113. REST OF LATIN AMERICA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 114. REST OF LATIN AMERICA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 115. REST OF LATIN AMERICA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 116. MEA Neuromorphic Computing Market BY COUNTRY, USD MILLION 2019-2031
Table 117. MEA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 118. MEA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 119. MEA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 120. MEA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 121. SOUTH AFRICA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 122. SOUTH AFRICA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 123. SOUTH AFRICA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 124. SOUTH AFRICA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 125. SAUDI ARABIA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 126. SAUDI ARABIA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 127. SAUDI ARABIA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 128. SAUDI ARABIA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 129. UAE Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 130. UAE Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 131. UAE Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 132. UAE Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 133. REST OF MEA Neuromorphic Computing Market SHARE, by OFFERING -2019-2031 (USD MILLION)
Table 134. REST OF MEA Neuromorphic Computing Market SHARE, by DEVELOPMENT -2019-2031 (USD MILLION)
Table 135. REST OF MEA Neuromorphic Computing Market SHARE, by APPLICATION – 2019-2031 (USD MILLION)
Table 136. REST OF MEA Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2019-2031 (USD MILLION)
Table 137. KEY EXPANSIONS (2019-2022)
Table 138. KEY MERGERS AND ACQUISITION (2019-2022)
Table 139. OTHER KEY DEVELOPMENTS (2019-2022)

LIST OF FIGURES
Figure 1. REGIONAL ANALYSIS (2022 & 2031)
Figure 2. RESEARCH PROCESS
Figure 3. ANALYSIS FRAMEWORK
Figure 4. IMPACT OF KEY REGULATION ON THE MARKET
Figure 5. SWOT ANALYSIS
Figure 6. Global Neuromorphic Computing Market SHARE, by OFFERING -2023 & 2031 (USD MILLION)
Figure 7. Global Neuromorphic Computing Market , HARDWARE -2019-2031 (USD MILLION)
Figure 8. Global Neuromorphic Computing Market , SOFTWARE -2019-2031 (USD MILLION)
Figure 9. Global Neuromorphic Computing Market SHARE, by DEVELOPMENT -2023 & 2031 (USD MILLION)
Figure 10. Global Neuromorphic Computing Market , EDGE COMPUTING -2019-2031 (USD MILLION)
Figure 11. Global Neuromorphic Computing Market , CLOUD COMPUTING -2019-2031 (USD MILLION)
Figure 12. Global Neuromorphic Computing Market SHARE, by APPLICATION -2023 & 2031 (USD MILLION)
Figure 13. Global Neuromorphic Computing Market , CLOUD COMPUTING -2019-2031 (USD MILLION)
Figure 14. Global Neuromorphic Computing Market , SIGNAL RECOGNITION -2019-2031 (USD MILLION)
Figure 15. Global Neuromorphic Computing Market , DATA MINING -2019-2031 (USD MILLION)
Figure 16. Global Neuromorphic Computing Market , OTHERS -2019-2031 (USD MILLION)
Figure 17. Global Neuromorphic Computing Market SHARE, by INDUSTRY VERTICALS -2023 & 2031 (USD MILLION)
Figure 18. Global Neuromorphic Computing Market , CONSUMER ELECTRONICS -2019-2031 (USD MILLION)
Figure 19. Global Neuromorphic Computing Market , AUTOMOTIVE -2019-2031 (USD MILLION)
Figure 20. Global Neuromorphic Computing Market , IT & TELECOM -2019-2031 (USD MILLION)
Figure 21. Global Neuromorphic Computing Market , AEROSPACE & DEFENSE -2019-2031 (USD MILLION)
Figure 22. Global Neuromorphic Computing Market , INDUSTRIAL -2019-2031 (USD MILLION)
Figure 23. Global Neuromorphic Computing Market , HEALTHCARE -2019-2031 (USD MILLION)
Figure 24. MARKET PLAYER POSITIONING, 2022
Figure 25. COMPANY EVALUATION MATRIX
Figure 26. PRODUCT MAPPING OF TOP 10 PLAYERS
Figure 27. COMPETITIVE HEATMAP OF KEY PLAYERS

Frequently Asked Questions (FAQ):

  • Which is the leading segment in the Global Neuromorphic Computing Market?

    Based on Development, Edge Computing is currently dominating the market.
  • What are the key factors driving the Global Neuromorphic Computing Market?

    Innovations in hardware, Expansion of IoT and Edge Computing, Advancements in Neuromorphic Software are some of the key factors driving the growth in the market.
  • Which region will contribute notably towards the Global Neuromorphic Computing Market?

    North America region to contribute the major share towards the market growth.
  • What are the key players in the Global Neuromorphic Computing Market?

    BrainChip Holdings Ltd., General Vision Inc., Applied Brain Research Inc., Samsung Electronics Ltd., IBM Corporation, Intel Corporation, Vicarious, Numenta, Qualcomm Incorporated, Samsung Electronics Ltd. and Others.

Buying Options

Original price was: $6,000.00.Current price is: $5,100.00.
Original price was: $5,000.00.Current price is: $4,500.00.
Original price was: $4,000.00.Current price is: $3,800.00.