The global market for Neuromorphic Computing, AI Hardware and Edge Analytic was valued at US$ million in the year 2024 and is projected to reach a revised size of US$ million by 2031, growing at a CAGR of %during the forecast period.

North American market for Neuromorphic Computing, AI Hardware and Edge Analytic is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

Asia-Pacific market for Neuromorphic Computing, AI Hardware and Edge Analytic is estimated to increase from $ million in 2024 to reach $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

The global market for Neuromorphic Computing, AI Hardware and Edge Analytic in Automotive is estimated to increase from $ million in 2024 to $ million by 2031, at a CAGR of % during the forecast period of 2025 through 2031.

The major global companies of Neuromorphic Computing, AI Hardware and Edge Analytic include IBM Corporation, Intel Corporation, Brainchip Holdings Limited, Qualcomm Technologies, HP Enterprise, HRL Laboratories LLC, Flow Neuroscience AB, Innatera Nano systems B.V., Aspinity, Inc., Samsung Electronics Limited, etc. In 2024, the world's top three vendors accounted for approximately % of the revenue.

This report aims to provide a comprehensive presentation of the global market for Neuromorphic Computing, AI Hardware and Edge Analytic, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Neuromorphic Computing, AI Hardware and Edge Analytic.

The Neuromorphic Computing, AI Hardware and Edge Analytic market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Neuromorphic Computing, AI Hardware and Edge Analytic market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Neuromorphic Computing, AI Hardware and Edge Analytic companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Neuromorphic Computing, AI Hardware and Edge Analytic Market Report

Report Metric	Details
Report Name	Neuromorphic Computing, AI Hardware and Edge Analytic Market
Segment by Type	Edge Computing Cloud Computing
Segment by Application	Automotive Consumer Electronics Aerospace IT and Telecommunication Medical Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	IBM Corporation, Intel Corporation, Brainchip Holdings Limited, Qualcomm Technologies, HP Enterprise, HRL Laboratories LLC, Flow Neuroscience AB, Innatera Nano systems B.V., Aspinity, Inc., Samsung Electronics Limited
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Neuromorphic Computing, AI Hardware and Edge Analytic company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

Who are the main players in the Neuromorphic Computing, AI Hardware and Edge Analytic Market report?

Ans: The main players in the Neuromorphic Computing, AI Hardware and Edge Analytic Market are IBM Corporation, Intel Corporation, Brainchip Holdings Limited, Qualcomm Technologies, HP Enterprise, HRL Laboratories LLC, Flow Neuroscience AB, Innatera Nano systems B.V., Aspinity, Inc., Samsung Electronics Limited

What are the Application segmentation covered in the Neuromorphic Computing, AI Hardware and Edge Analytic Market report?

Ans: The Applications covered in the Neuromorphic Computing, AI Hardware and Edge Analytic Market report are Automotive, Consumer Electronics, Aerospace, IT and Telecommunication, Medical, Others

What are the Type segmentation covered in the Neuromorphic Computing, AI Hardware and Edge Analytic Market report?

Ans: The Types covered in the Neuromorphic Computing, AI Hardware and Edge Analytic Market report are Edge Computing, Cloud Computing

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Type: 2020 VS 2024 VS 2031

1.2.2 Edge Computing

1.2.3 Cloud Computing

1.3 Market by Application

1.3.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth by Application: 2020 VS 2024 VS 2031

1.3.2 Automotive

1.3.3 Consumer Electronics

1.3.4 Aerospace

1.3.5 IT and Telecommunication

1.3.6 Medical

1.3.7 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Perspective (2020-2031)

2.2 Global Neuromorphic Computing, AI Hardware and Edge Analytic Growth Trends by Region

2.2.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region: 2020 VS 2024 VS 2031

2.2.2 Neuromorphic Computing, AI Hardware and Edge Analytic Historic Market Size by Region (2020-2025)

2.2.3 Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Region (2026-2031)

2.3 Neuromorphic Computing, AI Hardware and Edge Analytic Market Dynamics

2.3.1 Neuromorphic Computing, AI Hardware and Edge Analytic Industry Trends

2.3.2 Neuromorphic Computing, AI Hardware and Edge Analytic Market Drivers

2.3.3 Neuromorphic Computing, AI Hardware and Edge Analytic Market Challenges

2.3.4 Neuromorphic Computing, AI Hardware and Edge Analytic Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Neuromorphic Computing, AI Hardware and Edge Analytic Players by Revenue

3.1.1 Global Top Neuromorphic Computing, AI Hardware and Edge Analytic Players by Revenue (2020-2025)

3.1.2 Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue Market Share by Players (2020-2025)

3.2 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by Neuromorphic Computing, AI Hardware and Edge Analytic Revenue

3.4 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Concentration Ratio

3.4.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Neuromorphic Computing, AI Hardware and Edge Analytic Revenue in 2024

3.5 Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic Head office and Area Served

3.6 Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic, Product and Application

3.7 Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 Neuromorphic Computing, AI Hardware and Edge Analytic Breakdown Data by Type

4.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Historic Market Size by Type (2020-2025)

4.2 Global Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Type (2026-2031)

5 Neuromorphic Computing, AI Hardware and Edge Analytic Breakdown Data by Application

5.1 Global Neuromorphic Computing, AI Hardware and Edge Analytic Historic Market Size by Application (2020-2025)

5.2 Global Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Application (2026-2031)

6 North America

6.1 North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (2020-2031)

6.2 North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth Rate by Country: 2020 VS 2024 VS 2031

6.3 North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025)

6.4 North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (2020-2031)

7.2 Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth Rate by Country: 2020 VS 2024 VS 2031

7.3 Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025)

7.4 Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (2020-2031)

8.2 Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth Rate by Region: 2020 VS 2024 VS 2031

8.3 Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (2020-2025)

8.4 Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (2026-2031)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (2020-2031)

9.2 Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth Rate by Country: 2020 VS 2024 VS 2031

9.3 Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025)

9.4 Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (2020-2031)

10.2 Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Growth Rate by Country: 2020 VS 2024 VS 2031

10.3 Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025)

10.4 Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 IBM Corporation

11.1.1 IBM Corporation Company Details

11.1.2 IBM Corporation Business Overview

11.1.3 IBM Corporation Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.1.4 IBM Corporation Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.1.5 IBM Corporation Recent Development

11.2 Intel Corporation

11.2.1 Intel Corporation Company Details

11.2.2 Intel Corporation Business Overview

11.2.3 Intel Corporation Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.2.4 Intel Corporation Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.2.5 Intel Corporation Recent Development

11.3 Brainchip Holdings Limited

11.3.1 Brainchip Holdings Limited Company Details

11.3.2 Brainchip Holdings Limited Business Overview

11.3.3 Brainchip Holdings Limited Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.3.4 Brainchip Holdings Limited Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.3.5 Brainchip Holdings Limited Recent Development

11.4 Qualcomm Technologies

11.4.1 Qualcomm Technologies Company Details

11.4.2 Qualcomm Technologies Business Overview

11.4.3 Qualcomm Technologies Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.4.4 Qualcomm Technologies Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.4.5 Qualcomm Technologies Recent Development

11.5 HP Enterprise

11.5.1 HP Enterprise Company Details

11.5.2 HP Enterprise Business Overview

11.5.3 HP Enterprise Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.5.4 HP Enterprise Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.5.5 HP Enterprise Recent Development

11.6 HRL Laboratories LLC

11.6.1 HRL Laboratories LLC Company Details

11.6.2 HRL Laboratories LLC Business Overview

11.6.3 HRL Laboratories LLC Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.6.4 HRL Laboratories LLC Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.6.5 HRL Laboratories LLC Recent Development

11.7 Flow Neuroscience AB

11.7.1 Flow Neuroscience AB Company Details

11.7.2 Flow Neuroscience AB Business Overview

11.7.3 Flow Neuroscience AB Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.7.4 Flow Neuroscience AB Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.7.5 Flow Neuroscience AB Recent Development

11.8 Innatera Nano systems B.V.

11.8.1 Innatera Nano systems B.V. Company Details

11.8.2 Innatera Nano systems B.V. Business Overview

11.8.3 Innatera Nano systems B.V. Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.8.4 Innatera Nano systems B.V. Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.8.5 Innatera Nano systems B.V. Recent Development

11.9 Aspinity, Inc.

11.9.1 Aspinity, Inc. Company Details

11.9.2 Aspinity, Inc. Business Overview

11.9.3 Aspinity, Inc. Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.9.4 Aspinity, Inc. Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.9.5 Aspinity, Inc. Recent Development

11.10 Samsung Electronics Limited

11.10.1 Samsung Electronics Limited Company Details

11.10.2 Samsung Electronics Limited Business Overview

11.10.3 Samsung Electronics Limited Neuromorphic Computing, AI Hardware and Edge Analytic Introduction

11.10.4 Samsung Electronics Limited Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

11.10.5 Samsung Electronics Limited Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

Companies

IBM Corporation

Intel Corporation

Qualcomm Technologies

Brainchip Holdings Limited

Innatera Nano systems B.V.

Samsung Electronics Limited

List of Tables

Table 1. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031

Table 2. Key Players of Edge Computing

Table 3. Key Players of Cloud Computing

Table 4. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031

Table 5. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (US$ Million): 2020 VS 2024 VS 2031

Table 6. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (2020-2025) & (US$ Million)

Table 7. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Region (2020-2025)

Table 8. Global Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Region (2026-2031) & (US$ Million)

Table 9. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Region (2026-2031)

Table 10. Neuromorphic Computing, AI Hardware and Edge Analytic Market Trends

Table 11. Neuromorphic Computing, AI Hardware and Edge Analytic Market Drivers

Table 12. Neuromorphic Computing, AI Hardware and Edge Analytic Market Challenges

Table 13. Neuromorphic Computing, AI Hardware and Edge Analytic Market Restraints

Table 14. Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue by Players (2020-2025) & (US$ Million)

Table 15. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Players (2020-2025)

Table 16. Global Top Neuromorphic Computing, AI Hardware and Edge Analytic Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic as of 2024)

Table 17. Ranking of Global Top Neuromorphic Computing, AI Hardware and Edge Analytic Companies by Revenue (US$ Million) in 2024

Table 18. Global 5 Largest Players Market Share by Neuromorphic Computing, AI Hardware and Edge Analytic Revenue (CR5 and HHI) & (2020-2025)

Table 19. Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic, Headquarters and Area Served

Table 20. Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic, Product and Application

Table 21. Global Key Players of Neuromorphic Computing, AI Hardware and Edge Analytic, Date of Enter into This Industry

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Type (2020-2025) & (US$ Million)

Table 24. Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue Market Share by Type (2020-2025)

Table 25. Global Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Type (2026-2031) & (US$ Million)

Table 26. Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue Market Share by Type (2026-2031)

Table 27. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Application (2020-2025) & (US$ Million)

Table 28. Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue Market Share by Application (2020-2025)

Table 29. Global Neuromorphic Computing, AI Hardware and Edge Analytic Forecasted Market Size by Application (2026-2031) & (US$ Million)

Table 30. Global Neuromorphic Computing, AI Hardware and Edge Analytic Revenue Market Share by Application (2026-2031)

Table 31. North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 32. North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025) & (US$ Million)

Table 33. North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031) & (US$ Million)

Table 34. Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 35. Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025) & (US$ Million)

Table 36. Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031) & (US$ Million)

Table 37. Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031

Table 38. Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (2020-2025) & (US$ Million)

Table 39. Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Region (2026-2031) & (US$ Million)

Table 40. Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 41. Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025) & (US$ Million)

Table 42. Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031) & (US$ Million)

Table 43. Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 44. Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2020-2025) & (US$ Million)

Table 45. Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Country (2026-2031) & (US$ Million)

Table 46. IBM Corporation Company Details

Table 47. IBM Corporation Business Overview

Table 48. IBM Corporation Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 49. IBM Corporation Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 50. IBM Corporation Recent Development

Table 51. Intel Corporation Company Details

Table 52. Intel Corporation Business Overview

Table 53. Intel Corporation Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 54. Intel Corporation Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 55. Intel Corporation Recent Development

Table 56. Brainchip Holdings Limited Company Details

Table 57. Brainchip Holdings Limited Business Overview

Table 58. Brainchip Holdings Limited Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 59. Brainchip Holdings Limited Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 60. Brainchip Holdings Limited Recent Development

Table 61. Qualcomm Technologies Company Details

Table 62. Qualcomm Technologies Business Overview

Table 63. Qualcomm Technologies Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 64. Qualcomm Technologies Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 65. Qualcomm Technologies Recent Development

Table 66. HP Enterprise Company Details

Table 67. HP Enterprise Business Overview

Table 68. HP Enterprise Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 69. HP Enterprise Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 70. HP Enterprise Recent Development

Table 71. HRL Laboratories LLC Company Details

Table 72. HRL Laboratories LLC Business Overview

Table 73. HRL Laboratories LLC Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 74. HRL Laboratories LLC Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 75. HRL Laboratories LLC Recent Development

Table 76. Flow Neuroscience AB Company Details

Table 77. Flow Neuroscience AB Business Overview

Table 78. Flow Neuroscience AB Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 79. Flow Neuroscience AB Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 80. Flow Neuroscience AB Recent Development

Table 81. Innatera Nano systems B.V. Company Details

Table 82. Innatera Nano systems B.V. Business Overview

Table 83. Innatera Nano systems B.V. Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 84. Innatera Nano systems B.V. Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 85. Innatera Nano systems B.V. Recent Development

Table 86. Aspinity, Inc. Company Details

Table 87. Aspinity, Inc. Business Overview

Table 88. Aspinity, Inc. Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 89. Aspinity, Inc. Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 90. Aspinity, Inc. Recent Development

Table 91. Samsung Electronics Limited Company Details

Table 92. Samsung Electronics Limited Business Overview

Table 93. Samsung Electronics Limited Neuromorphic Computing, AI Hardware and Edge Analytic Product

Table 94. Samsung Electronics Limited Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025) & (US$ Million)

Table 95. Samsung Electronics Limited Recent Development

Table 96. Research Programs/Design for This Report

Table 97. Key Data Information from Secondary Sources

Table 98. Key Data Information from Primary Sources

Table 99. Authors List of This Report

List of Figures

Figure 1. Neuromorphic Computing, AI Hardware and Edge Analytic Picture

Figure 2. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size Comparison by Type (2020-2031) & (US$ Million)

Figure 3. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Type: 2024 VS 2031

Figure 4. Edge Computing Features

Figure 5. Cloud Computing Features

Figure 6. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size by Application (2020-2031) & (US$ Million)

Figure 7. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Application: 2024 VS 2031

Figure 8. Automotive Case Studies

Figure 9. Consumer Electronics Case Studies

Figure 10. Aerospace Case Studies

Figure 11. IT and Telecommunication Case Studies

Figure 12. Medical Case Studies

Figure 13. Others Case Studies

Figure 14. Neuromorphic Computing, AI Hardware and Edge Analytic Report Years Considered

Figure 15. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size (US$ Million), Year-over-Year: 2020-2031

Figure 16. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Size, (US$ Million), 2020 VS 2024 VS 2031

Figure 17. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Region: 2024 VS 2031

Figure 18. Global Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Players in 2024

Figure 19. Global Top Neuromorphic Computing, AI Hardware and Edge Analytic Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Neuromorphic Computing, AI Hardware and Edge Analytic as of 2024)

Figure 20. The Top 10 and 5 Players Market Share by Neuromorphic Computing, AI Hardware and Edge Analytic Revenue in 2024

Figure 21. North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 22. North America Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Country (2020-2031)

Figure 23. United States Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 24. Canada Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 25. Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 26. Europe Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Country (2020-2031)

Figure 27. Germany Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 28. France Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 29. U.K. Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 30. Italy Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 31. Russia Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 32. Nordic Countries Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 33. Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 34. Asia-Pacific Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Region (2020-2031)

Figure 35. China Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 36. Japan Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 37. South Korea Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 38. Southeast Asia Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 39. India Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 40. Australia Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 41. Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 42. Latin America Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Country (2020-2031)

Figure 43. Mexico Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 44. Brazil Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 45. Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 46. Middle East & Africa Neuromorphic Computing, AI Hardware and Edge Analytic Market Share by Country (2020-2031)

Figure 47. Turkey Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 48. Saudi Arabia Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 49. UAE Neuromorphic Computing, AI Hardware and Edge Analytic Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 50. IBM Corporation Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 51. Intel Corporation Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 52. Brainchip Holdings Limited Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 53. Qualcomm Technologies Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 54. HP Enterprise Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 55. HRL Laboratories LLC Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 56. Flow Neuroscience AB Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 57. Innatera Nano systems B.V. Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 58. Aspinity, Inc. Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 59. Samsung Electronics Limited Revenue Growth Rate in Neuromorphic Computing, AI Hardware and Edge Analytic Business (2020-2025)

Figure 60. Bottom-up and Top-down Approaches for This Report

Figure 61. Data Triangulation

Figure 62. Key Executives Interviewed

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