Global Neural Network Processor (NPU) IP Supply, Demand and Key Producers, 2024-2030

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Published Date: 26 Feb 2024

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Description
Table of Contents
Table of Figures
Research Methodology
Companies Mentioned
Related Reports
Product Tags

Description

The global Neural Network Processor (NPU) IP market size is expected to reach $ million by 2030, rising at a market growth of % CAGR during the forecast period (2024-2030).

This report studies the global Neural Network Processor (NPU) IP demand, key companies, and key regions.

This report is a detailed and comprehensive analysis of the world market for Neural Network Processor (NPU) IP, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2023 as the base year. This report explores demand trends and competition, as well as details the characteristics of Neural Network Processor (NPU) IP that contribute to its increasing demand across many markets.

Highlights and key features of the study
Global Neural Network Processor (NPU) IP total market, 2019-2030, (USD Million)
Global Neural Network Processor (NPU) IP total market by region & country, CAGR, 2019-2030, (USD Million)
U.S. VS China: Neural Network Processor (NPU) IP total market, key domestic companies and share, (USD Million)
Global Neural Network Processor (NPU) IP revenue by player and market share 2019-2024, (USD Million)
Global Neural Network Processor (NPU) IP total market by Type, CAGR, 2019-2030, (USD Million)
Global Neural Network Processor (NPU) IP total market by Application, CAGR, 2019-2030, (USD Million).

This reports profiles major players in the global Neural Network Processor (NPU) IP market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include VeriSilicon, Synopsys, Kneron, BrainChip, Quadric and Cambricon, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals.

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Neural Network Processor (NPU) IP market.

Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2019-2030 by year with 2023 as the base year, 2024 as the estimate year, and 2025-2030 as the forecast year.

Global Neural Network Processor (NPU) IP Market, By Region:
    United States
    China
    Europe
    Japan
    South Korea
    ASEAN
    India
    Rest of World

Global Neural Network Processor (NPU) IP Market, Segmentation by Type
    ≤400Tops
    ＞400Tops

Global Neural Network Processor (NPU) IP Market, Segmentation by Application
    Consumer Electronics
    Vehicle Electronics
    Computer
    Industrial IoT
    Other

Companies Profiled:
    VeriSilicon
    Synopsys
    Kneron
    BrainChip
    Quadric
    Cambricon

Key Questions Answered
1. How big is the global Neural Network Processor (NPU) IP market?
2. What is the demand of the global Neural Network Processor (NPU) IP market?
3. What is the year over year growth of the global Neural Network Processor (NPU) IP market?
4. What is the total value of the global Neural Network Processor (NPU) IP market?
5. Who are the major players in the global Neural Network Processor (NPU) IP market?

Table of Contents

1 Supply Summary
    1.1 Neural Network Processor (NPU) IP Introduction
    1.2 World Neural Network Processor (NPU) IP Market Size & Forecast (2019 & 2023 & 2030)
    1.3 World Neural Network Processor (NPU) IP Total Market by Region (by Headquarter Location)
        1.3.1 World Neural Network Processor (NPU) IP Market Size by Region (2019-2030), (by Headquarter Location)
        1.3.2 United States Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.3 China Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.4 Europe Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.5 Japan Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.6 South Korea Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.7 ASEAN Neural Network Processor (NPU) IP Market Size (2019-2030)
        1.3.8 India Neural Network Processor (NPU) IP Market Size (2019-2030)
    1.4 Market Drivers, Restraints and Trends
        1.4.1 Neural Network Processor (NPU) IP Market Drivers
        1.4.2 Factors Affecting Demand
        1.4.3 Neural Network Processor (NPU) IP Major Market Trends

2 Demand Summary
    2.1 World Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.2 World Neural Network Processor (NPU) IP Consumption Value by Region
        2.2.1 World Neural Network Processor (NPU) IP Consumption Value by Region (2019-2024)
        2.2.2 World Neural Network Processor (NPU) IP Consumption Value Forecast by Region (2025-2030)
    2.3 United States Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.4 China Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.5 Europe Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.6 Japan Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.7 South Korea Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.8 ASEAN Neural Network Processor (NPU) IP Consumption Value (2019-2030)
    2.9 India Neural Network Processor (NPU) IP Consumption Value (2019-2030)

3 World Neural Network Processor (NPU) IP Companies Competitive Analysis
    3.1 World Neural Network Processor (NPU) IP Revenue by Player (2019-2024)
    3.2 Industry Rank and Concentration Rate (CR)
        3.2.1 Global Neural Network Processor (NPU) IP Industry Rank of Major Players
        3.2.2 Global Concentration Ratios (CR4) for Neural Network Processor (NPU) IP in 2023
        3.2.3 Global Concentration Ratios (CR8) for Neural Network Processor (NPU) IP in 2023
    3.3 Neural Network Processor (NPU) IP Company Evaluation Quadrant
    3.4 Neural Network Processor (NPU) IP Market: Overall Company Footprint Analysis
        3.4.1 Neural Network Processor (NPU) IP Market: Region Footprint
        3.4.2 Neural Network Processor (NPU) IP Market: Company Product Type Footprint
        3.4.3 Neural Network Processor (NPU) IP Market: Company Product Application Footprint
    3.5 Competitive Environment
        3.5.1 Historical Structure of the Industry
        3.5.2 Barriers of Market Entry
        3.5.3 Factors of Competition
    3.6 Mergers, Acquisitions Activity

4 United States VS China VS Rest of the World (by Headquarter Location)
    4.1 United States VS China: Neural Network Processor (NPU) IP Revenue Comparison (by Headquarter Location)
        4.1.1 United States VS China: Neural Network Processor (NPU) IP Market Size Comparison (2019 & 2023 & 2030) (by Headquarter Location)
        4.1.2 United States VS China: Neural Network Processor (NPU) IP Revenue Market Share Comparison (2019 & 2023 & 2030)
    4.2 United States Based Companies VS China Based Companies: Neural Network Processor (NPU) IP Consumption Value Comparison
        4.2.1 United States VS China: Neural Network Processor (NPU) IP Consumption Value Comparison (2019 & 2023 & 2030)
        4.2.2 United States VS China: Neural Network Processor (NPU) IP Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    4.3 United States Based Neural Network Processor (NPU) IP Companies and Market Share, 2019-2024
        4.3.1 United States Based Neural Network Processor (NPU) IP Companies, Headquarters (States, Country)
        4.3.2 United States Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024)
    4.4 China Based Companies Neural Network Processor (NPU) IP Revenue and Market Share, 2019-2024
        4.4.1 China Based Neural Network Processor (NPU) IP Companies, Company Headquarters (Province, Country)
        4.4.2 China Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024)
    4.5 Rest of World Based Neural Network Processor (NPU) IP Companies and Market Share, 2019-2024
        4.5.1 Rest of World Based Neural Network Processor (NPU) IP Companies, Headquarters (States, Country)
        4.5.2 Rest of World Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024)

5 Market Analysis by Type
    5.1 World Neural Network Processor (NPU) IP Market Size Overview by Type: 2019 VS 2023 VS 2030
    5.2 Segment Introduction by Type
        5.2.1 ≤400Tops
        5.2.2 ＞400Tops
    5.3 Market Segment by Type
        5.3.1 World Neural Network Processor (NPU) IP Market Size by Type (2019-2024)
        5.3.2 World Neural Network Processor (NPU) IP Market Size by Type (2025-2030)
        5.3.3 World Neural Network Processor (NPU) IP Market Size Market Share by Type (2019-2030)

6 Market Analysis by Application
    6.1 World Neural Network Processor (NPU) IP Market Size Overview by Application: 2019 VS 2023 VS 2030
    6.2 Segment Introduction by Application
        6.2.1 Consumer Electronics
        6.2.2 Vehicle Electronics
        6.2.3 Computer
        6.2.4 Industrial IoT
        6.2.5 Industrial IoT
    6.3 Market Segment by Application
        6.3.1 World Neural Network Processor (NPU) IP Market Size by Application (2019-2024)
        6.3.2 World Neural Network Processor (NPU) IP Market Size by Application (2025-2030)
        6.3.3 World Neural Network Processor (NPU) IP Market Size by Application (2019-2030)

7 Company Profiles
    7.1 VeriSilicon
        7.1.1 VeriSilicon Details
        7.1.2 VeriSilicon Major Business
        7.1.3 VeriSilicon Neural Network Processor (NPU) IP Product and Services
        7.1.4 VeriSilicon Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.1.5 VeriSilicon Recent Developments/Updates
        7.1.6 VeriSilicon Competitive Strengths & Weaknesses
    7.2 Synopsys
        7.2.1 Synopsys Details
        7.2.2 Synopsys Major Business
        7.2.3 Synopsys Neural Network Processor (NPU) IP Product and Services
        7.2.4 Synopsys Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.2.5 Synopsys Recent Developments/Updates
        7.2.6 Synopsys Competitive Strengths & Weaknesses
    7.3 Kneron
        7.3.1 Kneron Details
        7.3.2 Kneron Major Business
        7.3.3 Kneron Neural Network Processor (NPU) IP Product and Services
        7.3.4 Kneron Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.3.5 Kneron Recent Developments/Updates
        7.3.6 Kneron Competitive Strengths & Weaknesses
    7.4 BrainChip
        7.4.1 BrainChip Details
        7.4.2 BrainChip Major Business
        7.4.3 BrainChip Neural Network Processor (NPU) IP Product and Services
        7.4.4 BrainChip Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.4.5 BrainChip Recent Developments/Updates
        7.4.6 BrainChip Competitive Strengths & Weaknesses
    7.5 Quadric
        7.5.1 Quadric Details
        7.5.2 Quadric Major Business
        7.5.3 Quadric Neural Network Processor (NPU) IP Product and Services
        7.5.4 Quadric Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.5.5 Quadric Recent Developments/Updates
        7.5.6 Quadric Competitive Strengths & Weaknesses
    7.6 Cambricon
        7.6.1 Cambricon Details
        7.6.2 Cambricon Major Business
        7.6.3 Cambricon Neural Network Processor (NPU) IP Product and Services
        7.6.4 Cambricon Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024)
        7.6.5 Cambricon Recent Developments/Updates
        7.6.6 Cambricon Competitive Strengths & Weaknesses

8 Industry Chain Analysis
    8.1 Neural Network Processor (NPU) IP Industry Chain
    8.2 Neural Network Processor (NPU) IP Upstream Analysis
    8.3 Neural Network Processor (NPU) IP Midstream Analysis
    8.4 Neural Network Processor (NPU) IP Downstream Analysis

9 Research Findings and Conclusion

10 Appendix
    10.1 Methodology
    10.2 Research Process and Data Source
    10.3 Disclaimer

Table of Figures

List of Tables
    Table 1. World Neural Network Processor (NPU) IP Revenue by Region (2019, 2023 and 2030) & (USD Million), (by Headquarter Location)
    Table 2. World Neural Network Processor (NPU) IP Revenue by Region (2019-2024) & (USD Million), (by Headquarter Location)
    Table 3. World Neural Network Processor (NPU) IP Revenue by Region (2025-2030) & (USD Million), (by Headquarter Location)
    Table 4. World Neural Network Processor (NPU) IP Revenue Market Share by Region (2019-2024), (by Headquarter Location)
    Table 5. World Neural Network Processor (NPU) IP Revenue Market Share by Region (2025-2030), (by Headquarter Location)
    Table 6. Major Market Trends
    Table 7. World Neural Network Processor (NPU) IP Consumption Value Growth Rate Forecast by Region (2019 & 2023 & 2030) & (USD Million)
    Table 8. World Neural Network Processor (NPU) IP Consumption Value by Region (2019-2024) & (USD Million)
    Table 9. World Neural Network Processor (NPU) IP Consumption Value Forecast by Region (2025-2030) & (USD Million)
    Table 10. World Neural Network Processor (NPU) IP Revenue by Player (2019-2024) & (USD Million)
    Table 11. Revenue Market Share of Key Neural Network Processor (NPU) IP Players in 2023
    Table 12. World Neural Network Processor (NPU) IP Industry Rank of Major Player, Based on Revenue in 2023
    Table 13. Global Neural Network Processor (NPU) IP Company Evaluation Quadrant
    Table 14. Head Office of Key Neural Network Processor (NPU) IP Player
    Table 15. Neural Network Processor (NPU) IP Market: Company Product Type Footprint
    Table 16. Neural Network Processor (NPU) IP Market: Company Product Application Footprint
    Table 17. Neural Network Processor (NPU) IP Mergers & Acquisitions Activity
    Table 18. United States VS China Neural Network Processor (NPU) IP Market Size Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 19. United States VS China Neural Network Processor (NPU) IP Consumption Value Comparison, (2019 & 2023 & 2030) & (USD Million)
    Table 20. United States Based Neural Network Processor (NPU) IP Companies, Headquarters (States, Country)
    Table 21. United States Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024) & (USD Million)
    Table 22. United States Based Companies Neural Network Processor (NPU) IP Revenue Market Share (2019-2024)
    Table 23. China Based Neural Network Processor (NPU) IP Companies, Headquarters (Province, Country)
    Table 24. China Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024) & (USD Million)
    Table 25. China Based Companies Neural Network Processor (NPU) IP Revenue Market Share (2019-2024)
    Table 26. Rest of World Based Neural Network Processor (NPU) IP Companies, Headquarters (States, Country)
    Table 27. Rest of World Based Companies Neural Network Processor (NPU) IP Revenue, (2019-2024) & (USD Million)
    Table 28. Rest of World Based Companies Neural Network Processor (NPU) IP Revenue Market Share (2019-2024)
    Table 29. World Neural Network Processor (NPU) IP Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Table 30. World Neural Network Processor (NPU) IP Market Size by Type (2019-2024) & (USD Million)
    Table 31. World Neural Network Processor (NPU) IP Market Size by Type (2025-2030) & (USD Million)
    Table 32. World Neural Network Processor (NPU) IP Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Table 33. World Neural Network Processor (NPU) IP Market Size by Application (2019-2024) & (USD Million)
    Table 34. World Neural Network Processor (NPU) IP Market Size by Application (2025-2030) & (USD Million)
    Table 35. VeriSilicon Basic Information, Area Served and Competitors
    Table 36. VeriSilicon Major Business
    Table 37. VeriSilicon Neural Network Processor (NPU) IP Product and Services
    Table 38. VeriSilicon Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 39. VeriSilicon Recent Developments/Updates
    Table 40. VeriSilicon Competitive Strengths & Weaknesses
    Table 41. Synopsys Basic Information, Area Served and Competitors
    Table 42. Synopsys Major Business
    Table 43. Synopsys Neural Network Processor (NPU) IP Product and Services
    Table 44. Synopsys Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 45. Synopsys Recent Developments/Updates
    Table 46. Synopsys Competitive Strengths & Weaknesses
    Table 47. Kneron Basic Information, Area Served and Competitors
    Table 48. Kneron Major Business
    Table 49. Kneron Neural Network Processor (NPU) IP Product and Services
    Table 50. Kneron Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 51. Kneron Recent Developments/Updates
    Table 52. Kneron Competitive Strengths & Weaknesses
    Table 53. BrainChip Basic Information, Area Served and Competitors
    Table 54. BrainChip Major Business
    Table 55. BrainChip Neural Network Processor (NPU) IP Product and Services
    Table 56. BrainChip Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 57. BrainChip Recent Developments/Updates
    Table 58. BrainChip Competitive Strengths & Weaknesses
    Table 59. Quadric Basic Information, Area Served and Competitors
    Table 60. Quadric Major Business
    Table 61. Quadric Neural Network Processor (NPU) IP Product and Services
    Table 62. Quadric Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 63. Quadric Recent Developments/Updates
    Table 64. Cambricon Basic Information, Area Served and Competitors
    Table 65. Cambricon Major Business
    Table 66. Cambricon Neural Network Processor (NPU) IP Product and Services
    Table 67. Cambricon Neural Network Processor (NPU) IP Revenue, Gross Margin and Market Share (2019-2024) & (USD Million)
    Table 68. Global Key Players of Neural Network Processor (NPU) IP Upstream (Raw Materials)
    Table 69. Neural Network Processor (NPU) IP Typical Customers
List of Figure
    Figure 1. Neural Network Processor (NPU) IP Picture
    Figure 2. World Neural Network Processor (NPU) IP Total Market Size: 2019 & 2023 & 2030, (USD Million)
    Figure 3. World Neural Network Processor (NPU) IP Total Market Size (2019-2030) & (USD Million)
    Figure 4. World Neural Network Processor (NPU) IP Revenue Market Share by Region (2019, 2023 and 2030) & (USD Million) , (by Headquarter Location)
    Figure 5. World Neural Network Processor (NPU) IP Revenue Market Share by Region (2019-2030), (by Headquarter Location)
    Figure 6. United States Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 7. China Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 8. Europe Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 9. Japan Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 10. South Korea Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 11. ASEAN Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 12. India Based Company Neural Network Processor (NPU) IP Revenue (2019-2030) & (USD Million)
    Figure 13. Neural Network Processor (NPU) IP Market Drivers
    Figure 14. Factors Affecting Demand
    Figure 15. World Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 16. World Neural Network Processor (NPU) IP Consumption Value Market Share by Region (2019-2030)
    Figure 17. United States Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 18. China Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 19. Europe Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 20. Japan Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 21. South Korea Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 22. ASEAN Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 23. India Neural Network Processor (NPU) IP Consumption Value (2019-2030) & (USD Million)
    Figure 24. Producer Shipments of Neural Network Processor (NPU) IP by Player Revenue ($MM) and Market Share (%): 2023
    Figure 25. Global Four-firm Concentration Ratios (CR4) for Neural Network Processor (NPU) IP Markets in 2023
    Figure 26. Global Four-firm Concentration Ratios (CR8) for Neural Network Processor (NPU) IP Markets in 2023
    Figure 27. United States VS China: Neural Network Processor (NPU) IP Revenue Market Share Comparison (2019 & 2023 & 2030)
    Figure 28. United States VS China: Neural Network Processor (NPU) IP Consumption Value Market Share Comparison (2019 & 2023 & 2030)
    Figure 29. World Neural Network Processor (NPU) IP Market Size by Type, (USD Million), 2019 & 2023 & 2030
    Figure 30. World Neural Network Processor (NPU) IP Market Size Market Share by Type in 2023
    Figure 31. ≤400Tops
    Figure 32. ＞400Tops
    Figure 33. World Neural Network Processor (NPU) IP Market Size Market Share by Type (2019-2030)
    Figure 34. World Neural Network Processor (NPU) IP Market Size by Application, (USD Million), 2019 & 2023 & 2030
    Figure 35. World Neural Network Processor (NPU) IP Market Size Market Share by Application in 2023
    Figure 36. Consumer Electronics
    Figure 37. Vehicle Electronics
    Figure 38. Computer
    Figure 39. Industrial IoT
    Figure 40. Other
    Figure 41. Neural Network Processor (NPU) IP Industrial Chain
    Figure 42. Methodology
    Figure 43. Research Process and Data Source

Research Methodology

Client Requirements

Review and analyze client requirements

Discussion of all the project requirements and queries

Flexibility Check

Project Feasibility Analysis

Finalizing tentative research programme

Structuring project proposal with scope, timeline, and costs

Analyzing Market Dynamics

Determination of key drivers, restraints, challenge, and opportunity

Identifies market needs and trends

Market Size Estimation & Forecast

Estimation of historical data based on secondary and primary data

Anticipating market recast by assigning weightage to market forces (drivers, restraints, opportunities)

Freezing historical and forecast market size estimations based on evolution, trends, outlook, and strategies

Consideration of geography, region-specific product/service demand for region segments

Consideration of product utilization rates, product demand outlook for segments by application or end-user.

Data Source

Secondary Source
Data collections from annual reports, presentations,associations, journals, analyst reports, paid database, press releases, blogs, newsletters,and GIR repositories.

Primary Source
Research discussion with manufacturers, distributors, suppliers, end user, industry experts to verify insights.

Validation and
triangulation of
secondary and primary source.

Collection of data

Cumulating and collating the essential qualitative and quantitative data

Generation of report in client requested format by research analysts

Reviews by expert analysts

Final quality check

Clarifying queries

Receiving feedback

Ensuring satisfaction

01 Identification of data

This step involves identification of several primary and secondary data research sources, including Global Info Research's internal data sources. The primary sources consist of in-depth discussions and interviews with policy makers, industry experts, and data evaluators, whereas secondary sources include a thorough study of market journals, press releases, annual reports, and government and non-government agencies websites.
02 Evaluation of Market Dynamic

This phase includes a detailed evaluation of several factors that are likely to affect the market dynamics. It involves a comprehensive assessment of major market pain points, drivers, and trends. It also comprises a detailed study of research plans and methodology.
03 Collection of Data

This process consists of gathering data, accessing proprietary databases, and reaching out to key industry participants that operate in the market across the value chain. It also involves studying several patterns in the historical data and comparing it with the current scenario.
04 Collaboration of Data

This stage involves the validation of data and arrival at actual statistics, and evolution of the market over the years. It entails the study and analyzes various segments and verticals of the market. An impact analysis is also performed to observe which factors will affect the market in the next few years.
05 Verification and Analysis

This is the final stage, which involves both quantity and quality checks. Although the process of data verification is an integral part of the research process, all data points and statistics and figures are re-checked to uphold their authenticity and validity.

Companies Mentioned

VeriSilicon
Synopsys
Kneron
BrainChip
Quadric
Cambricon

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