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Global Neuro-inspired Computing Chips Market Research Report 2024
Synopsis
Neuro-inspired computing chips are chips that use circuits to simulate the neural network architecture of the human brain, which combine microelectronics technology and new neuromorphic devices to mimic the computational principles of the human brain's neural system, and to achieve ultra-low-power consumption and parallel information processing capability similar to that of the human brain.
The global Neuro-inspired Computing Chips market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of % during the forecast period 2024-2030.
North American market for Neuro-inspired Computing Chips is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Neuro-inspired Computing Chips is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global manufacturers of Neuro-inspired Computing Chips include IBM, Intel, Eta Compute, Gyrfalcon, Samsung Electronics, SynSense, Qualcomm, Westwell and DeepcreatIC, etc. In 2023, 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 Neuro-inspired Computing Chips, 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 Neuro-inspired Computing Chips.
Report Scope
The Neuro-inspired Computing Chips market size, estimations, and forecasts are provided in terms of output/shipments (K Units) and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Neuro-inspired Computing Chips 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 Neuro-inspired Computing Chips manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
IBM
Intel
Eta Compute
Gyrfalcon
Samsung Electronics
SynSense
Qualcomm
Westwell
DeepcreatIC
BrainChip Holdings
nepes
GrAI Matter Labs
AI-CTX
University of Oxford
Lynxi
Zhejiang University
Tsinghua University
Segment by Type
12nm
28nm
Others
Segment by Application
Automotive
Healthcare
Military
Industrial
Agricultural
Other
Production by Region
North America
Europe
China
Japan
South Korea
Consumption by Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America, Middle East & Africa
Mexico
Brazil
Turkey
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, 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: Detailed analysis of Neuro-inspired Computing Chips manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Production/output, value of Neuro-inspired Computing Chips by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
Chapter 4: Consumption of Neuro-inspired Computing Chips in regional level and country level. 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 production of each country in the world.
Chapter 5: 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 6: 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 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 10: The main points and conclusions of the report.
Neuro-inspired computing chips are chips that use circuits to simulate the neural network architecture of the human brain, which combine microelectronics technology and new neuromorphic devices to mimic the computational principles of the human brain's neural system, and to achieve ultra-low-power consumption and parallel information processing capability similar to that of the human brain.
The global Neuro-inspired Computing Chips market was valued at US$ million in 2023 and is anticipated to reach US$ million by 2030, witnessing a CAGR of % during the forecast period 2024-2030.
North American market for Neuro-inspired Computing Chips is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
Asia-Pacific market for Neuro-inspired Computing Chips is estimated to increase from $ million in 2023 to reach $ million by 2030, at a CAGR of % during the forecast period of 2024 through 2030.
The major global manufacturers of Neuro-inspired Computing Chips include IBM, Intel, Eta Compute, Gyrfalcon, Samsung Electronics, SynSense, Qualcomm, Westwell and DeepcreatIC, etc. In 2023, 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 Neuro-inspired Computing Chips, 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 Neuro-inspired Computing Chips.
Report Scope
The Neuro-inspired Computing Chips market size, estimations, and forecasts are provided in terms of output/shipments (K Units) and revenue ($ millions), considering 2023 as the base year, with history and forecast data for the period from 2019 to 2030. This report segments the global Neuro-inspired Computing Chips 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 Neuro-inspired Computing Chips manufacturers, new entrants, and industry chain related companies in this market with information on the revenues, production, and average price for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.
Market Segmentation
By Company
IBM
Intel
Eta Compute
Gyrfalcon
Samsung Electronics
SynSense
Qualcomm
Westwell
DeepcreatIC
BrainChip Holdings
nepes
GrAI Matter Labs
AI-CTX
University of Oxford
Lynxi
Zhejiang University
Tsinghua University
Segment by Type
12nm
28nm
Others
Segment by Application
Automotive
Healthcare
Military
Industrial
Agricultural
Other
Production by Region
North America
Europe
China
Japan
South Korea
Consumption by Region
North America
United States
Canada
Europe
Germany
France
U.K.
Italy
Russia
Asia-Pacific
China
Japan
South Korea
China Taiwan
Southeast Asia
India
Latin America, Middle East & Africa
Mexico
Brazil
Turkey
GCC Countries
Chapter Outline
Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by region, 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: Detailed analysis of Neuro-inspired Computing Chips manufacturers competitive landscape, price, production and value market share, latest development plan, merger, and acquisition information, etc.
Chapter 3: Production/output, value of Neuro-inspired Computing Chips by region/country. It provides a quantitative analysis of the market size and development potential of each region in the next six years.
Chapter 4: Consumption of Neuro-inspired Computing Chips in regional level and country level. 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 production of each country in the world.
Chapter 5: 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 6: 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 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product production/output, value, price, gross margin, product introduction, recent development, etc.
Chapter 8: Analysis of industrial chain, including the upstream and downstream of the industry.
Chapter 9: Introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by manufacturers in the industry, and the analysis of relevant policies in the industry.
Chapter 10: The main points and conclusions of the report.
Index1 Neuro-inspired Computing Chips Market Overview
1.1 Product Definition
1.2 Neuro-inspired Computing Chips Segment by Type
1.2.1 Global Neuro-inspired Computing Chips Market Value Growth Rate Analysis by Type 2023 VS 2030
1.2.2 12nm
1.2.3 28nm
1.2.4 Others
1.3 Neuro-inspired Computing Chips Segment by Application
1.3.1 Global Neuro-inspired Computing Chips Market Value Growth Rate Analysis by Application: 2023 VS 2030
1.3.2 Automotive
1.3.3 Healthcare
1.3.4 Military
1.3.5 Industrial
1.3.6 Agricultural
1.3.7 Other
1.4 Global Market Growth Prospects
1.4.1 Global Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
1.4.2 Global Neuro-inspired Computing Chips Production Capacity Estimates and Forecasts (2019-2030)
1.4.3 Global Neuro-inspired Computing Chips Production Estimates and Forecasts (2019-2030)
1.4.4 Global Neuro-inspired Computing Chips Market Average Price Estimates and Forecasts (2019-2030)
1.5 Assumptions and Limitations
2 Market Competition by Manufacturers
2.1 Global Neuro-inspired Computing Chips Production Market Share by Manufacturers (2019-2024)
2.2 Global Neuro-inspired Computing Chips Production Value Market Share by Manufacturers (2019-2024)
2.3 Global Key Players of Neuro-inspired Computing Chips, Industry Ranking, 2022 VS 2023 VS 2024
2.4 Global Neuro-inspired Computing Chips Market Share by Company Type (Tier 1, Tier 2 and Tier 3)
2.5 Global Neuro-inspired Computing Chips Average Price by Manufacturers (2019-2024)
2.6 Global Key Manufacturers of Neuro-inspired Computing Chips, Manufacturing Base Distribution and Headquarters
2.7 Global Key Manufacturers of Neuro-inspired Computing Chips, Product Offered and Application
2.8 Global Key Manufacturers of Neuro-inspired Computing Chips, Date of Enter into This Industry
2.9 Neuro-inspired Computing Chips Market Competitive Situation and Trends
2.9.1 Neuro-inspired Computing Chips Market Concentration Rate
2.9.2 Global 5 and 10 Largest Neuro-inspired Computing Chips Players Market Share by Revenue
2.10 Mergers & Acquisitions, Expansion
3 Neuro-inspired Computing Chips Production by Region
3.1 Global Neuro-inspired Computing Chips Production Value Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.2 Global Neuro-inspired Computing Chips Production Value by Region (2019-2030)
3.2.1 Global Neuro-inspired Computing Chips Production Value Market Share by Region (2019-2024)
3.2.2 Global Forecasted Production Value of Neuro-inspired Computing Chips by Region (2025-2030)
3.3 Global Neuro-inspired Computing Chips Production Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
3.4 Global Neuro-inspired Computing Chips Production by Region (2019-2030)
3.4.1 Global Neuro-inspired Computing Chips Production Market Share by Region (2019-2024)
3.4.2 Global Forecasted Production of Neuro-inspired Computing Chips by Region (2025-2030)
3.5 Global Neuro-inspired Computing Chips Market Price Analysis by Region (2019-2024)
3.6 Global Neuro-inspired Computing Chips Production and Value, Year-over-Year Growth
3.6.1 North America Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
3.6.2 Europe Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
3.6.3 China Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
3.6.4 Japan Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
3.6.5 South Korea Neuro-inspired Computing Chips Production Value Estimates and Forecasts (2019-2030)
4 Neuro-inspired Computing Chips Consumption by Region
4.1 Global Neuro-inspired Computing Chips Consumption Estimates and Forecasts by Region: 2019 VS 2023 VS 2030
4.2 Global Neuro-inspired Computing Chips Consumption by Region (2019-2030)
4.2.1 Global Neuro-inspired Computing Chips Consumption by Region (2019-2024)
4.2.2 Global Neuro-inspired Computing Chips Forecasted Consumption by Region (2025-2030)
4.3 North America
4.3.1 North America Neuro-inspired Computing Chips Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.3.2 North America Neuro-inspired Computing Chips Consumption by Country (2019-2030)
4.3.3 United States
4.3.4 Canada
4.4 Europe
4.4.1 Europe Neuro-inspired Computing Chips Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.4.2 Europe Neuro-inspired Computing Chips Consumption by Country (2019-2030)
4.4.3 Germany
4.4.4 France
4.4.5 U.K.
4.4.6 Italy
4.4.7 Russia
4.5 Asia Pacific
4.5.1 Asia Pacific Neuro-inspired Computing Chips Consumption Growth Rate by Region: 2019 VS 2023 VS 2030
4.5.2 Asia Pacific Neuro-inspired Computing Chips Consumption by Region (2019-2030)
4.5.3 China
4.5.4 Japan
4.5.5 South Korea
4.5.6 China Taiwan
4.5.7 Southeast Asia
4.5.8 India
4.6 Latin America, Middle East & Africa
4.6.1 Latin America, Middle East & Africa Neuro-inspired Computing Chips Consumption Growth Rate by Country: 2019 VS 2023 VS 2030
4.6.2 Latin America, Middle East & Africa Neuro-inspired Computing Chips Consumption by Country (2019-2030)
4.6.3 Mexico
4.6.4 Brazil
4.6.5 Turkey
5 Segment by Type
5.1 Global Neuro-inspired Computing Chips Production by Type (2019-2030)
5.1.1 Global Neuro-inspired Computing Chips Production by Type (2019-2024)
5.1.2 Global Neuro-inspired Computing Chips Production by Type (2025-2030)
5.1.3 Global Neuro-inspired Computing Chips Production Market Share by Type (2019-2030)
5.2 Global Neuro-inspired Computing Chips Production Value by Type (2019-2030)
5.2.1 Global Neuro-inspired Computing Chips Production Value by Type (2019-2024)
5.2.2 Global Neuro-inspired Computing Chips Production Value by Type (2025-2030)
5.2.3 Global Neuro-inspired Computing Chips Production Value Market Share by Type (2019-2030)
5.3 Global Neuro-inspired Computing Chips Price by Type (2019-2030)
6 Segment by Application
6.1 Global Neuro-inspired Computing Chips Production by Application (2019-2030)
6.1.1 Global Neuro-inspired Computing Chips Production by Application (2019-2024)
6.1.2 Global Neuro-inspired Computing Chips Production by Application (2025-2030)
6.1.3 Global Neuro-inspired Computing Chips Production Market Share by Application (2019-2030)
6.2 Global Neuro-inspired Computing Chips Production Value by Application (2019-2030)
6.2.1 Global Neuro-inspired Computing Chips Production Value by Application (2019-2024)
6.2.2 Global Neuro-inspired Computing Chips Production Value by Application (2025-2030)
6.2.3 Global Neuro-inspired Computing Chips Production Value Market Share by Application (2019-2030)
6.3 Global Neuro-inspired Computing Chips Price by Application (2019-2030)
7 Key Companies Profiled
7.1 IBM
7.1.1 IBM Neuro-inspired Computing Chips Corporation Information
7.1.2 IBM Neuro-inspired Computing Chips Product Portfolio
7.1.3 IBM Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.1.4 IBM Main Business and Markets Served
7.1.5 IBM Recent Developments/Updates
7.2 Intel
7.2.1 Intel Neuro-inspired Computing Chips Corporation Information
7.2.2 Intel Neuro-inspired Computing Chips Product Portfolio
7.2.3 Intel Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.2.4 Intel Main Business and Markets Served
7.2.5 Intel Recent Developments/Updates
7.3 Eta Compute
7.3.1 Eta Compute Neuro-inspired Computing Chips Corporation Information
7.3.2 Eta Compute Neuro-inspired Computing Chips Product Portfolio
7.3.3 Eta Compute Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.3.4 Eta Compute Main Business and Markets Served
7.3.5 Eta Compute Recent Developments/Updates
7.4 Gyrfalcon
7.4.1 Gyrfalcon Neuro-inspired Computing Chips Corporation Information
7.4.2 Gyrfalcon Neuro-inspired Computing Chips Product Portfolio
7.4.3 Gyrfalcon Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.4.4 Gyrfalcon Main Business and Markets Served
7.4.5 Gyrfalcon Recent Developments/Updates
7.5 Samsung Electronics
7.5.1 Samsung Electronics Neuro-inspired Computing Chips Corporation Information
7.5.2 Samsung Electronics Neuro-inspired Computing Chips Product Portfolio
7.5.3 Samsung Electronics Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.5.4 Samsung Electronics Main Business and Markets Served
7.5.5 Samsung Electronics Recent Developments/Updates
7.6 SynSense
7.6.1 SynSense Neuro-inspired Computing Chips Corporation Information
7.6.2 SynSense Neuro-inspired Computing Chips Product Portfolio
7.6.3 SynSense Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.6.4 SynSense Main Business and Markets Served
7.6.5 SynSense Recent Developments/Updates
7.7 Qualcomm
7.7.1 Qualcomm Neuro-inspired Computing Chips Corporation Information
7.7.2 Qualcomm Neuro-inspired Computing Chips Product Portfolio
7.7.3 Qualcomm Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.7.4 Qualcomm Main Business and Markets Served
7.7.5 Qualcomm Recent Developments/Updates
7.8 Westwell
7.8.1 Westwell Neuro-inspired Computing Chips Corporation Information
7.8.2 Westwell Neuro-inspired Computing Chips Product Portfolio
7.8.3 Westwell Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.8.4 Westwell Main Business and Markets Served
7.7.5 Westwell Recent Developments/Updates
7.9 DeepcreatIC
7.9.1 DeepcreatIC Neuro-inspired Computing Chips Corporation Information
7.9.2 DeepcreatIC Neuro-inspired Computing Chips Product Portfolio
7.9.3 DeepcreatIC Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.9.4 DeepcreatIC Main Business and Markets Served
7.9.5 DeepcreatIC Recent Developments/Updates
7.10 BrainChip Holdings
7.10.1 BrainChip Holdings Neuro-inspired Computing Chips Corporation Information
7.10.2 BrainChip Holdings Neuro-inspired Computing Chips Product Portfolio
7.10.3 BrainChip Holdings Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.10.4 BrainChip Holdings Main Business and Markets Served
7.10.5 BrainChip Holdings Recent Developments/Updates
7.11 nepes
7.11.1 nepes Neuro-inspired Computing Chips Corporation Information
7.11.2 nepes Neuro-inspired Computing Chips Product Portfolio
7.11.3 nepes Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.11.4 nepes Main Business and Markets Served
7.11.5 nepes Recent Developments/Updates
7.12 GrAI Matter Labs
7.12.1 GrAI Matter Labs Neuro-inspired Computing Chips Corporation Information
7.12.2 GrAI Matter Labs Neuro-inspired Computing Chips Product Portfolio
7.12.3 GrAI Matter Labs Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.12.4 GrAI Matter Labs Main Business and Markets Served
7.12.5 GrAI Matter Labs Recent Developments/Updates
7.13 AI-CTX
7.13.1 AI-CTX Neuro-inspired Computing Chips Corporation Information
7.13.2 AI-CTX Neuro-inspired Computing Chips Product Portfolio
7.13.3 AI-CTX Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.13.4 AI-CTX Main Business and Markets Served
7.13.5 AI-CTX Recent Developments/Updates
7.14 University of Oxford
7.14.1 University of Oxford Neuro-inspired Computing Chips Corporation Information
7.14.2 University of Oxford Neuro-inspired Computing Chips Product Portfolio
7.14.3 University of Oxford Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.14.4 University of Oxford Main Business and Markets Served
7.14.5 University of Oxford Recent Developments/Updates
7.15 Lynxi
7.15.1 Lynxi Neuro-inspired Computing Chips Corporation Information
7.15.2 Lynxi Neuro-inspired Computing Chips Product Portfolio
7.15.3 Lynxi Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.15.4 Lynxi Main Business and Markets Served
7.15.5 Lynxi Recent Developments/Updates
7.16 Zhejiang University
7.16.1 Zhejiang University Neuro-inspired Computing Chips Corporation Information
7.16.2 Zhejiang University Neuro-inspired Computing Chips Product Portfolio
7.16.3 Zhejiang University Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.16.4 Zhejiang University Main Business and Markets Served
7.16.5 Zhejiang University Recent Developments/Updates
7.17 Tsinghua University
7.17.1 Tsinghua University Neuro-inspired Computing Chips Corporation Information
7.17.2 Tsinghua University Neuro-inspired Computing Chips Product Portfolio
7.17.3 Tsinghua University Neuro-inspired Computing Chips Production, Value, Price and Gross Margin (2019-2024)
7.17.4 Tsinghua University Main Business and Markets Served
7.17.5 Tsinghua University Recent Developments/Updates
8 Industry Chain and Sales Channels Analysis
8.1 Neuro-inspired Computing Chips Industry Chain Analysis
8.2 Neuro-inspired Computing Chips Key Raw Materials
8.2.1 Key Raw Materials
8.2.2 Raw Materials Key Suppliers
8.3 Neuro-inspired Computing Chips Production Mode & Process
8.4 Neuro-inspired Computing Chips Sales and Marketing
8.4.1 Neuro-inspired Computing Chips Sales Channels
8.4.2 Neuro-inspired Computing Chips Distributors
8.5 Neuro-inspired Computing Chips Customers
9 Neuro-inspired Computing Chips Market Dynamics
9.1 Neuro-inspired Computing Chips Industry Trends
9.2 Neuro-inspired Computing Chips Market Drivers
9.3 Neuro-inspired Computing Chips Market Challenges
9.4 Neuro-inspired Computing Chips Market Restraints
10 Research Finding and Conclusion
11 Methodology and Data Source
11.1 Methodology/Research Approach
11.1.1 Research Programs/Design
11.1.2 Market Size Estimation
11.1.3 Market Breakdown and Data Triangulation
11.2 Data Source
11.2.1 Secondary Sources
11.2.2 Primary Sources
11.3 Author List
11.4 Disclaimer
Published By : QY Research
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