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Neuromorphic Computing Market - In-Depth Analysis by Type

Global Neuromorphic Computing Market by Service Type ( Hardware, Software ), Application ( Image Recognition,Signal Recognition,Data Mining ), Deployment Model, Vertical, and Region - Global Forecast to 2027

  • Report ID : IMR-15749 |
  • Category : IT and Telecom  |
  • Published Date : July 2021 |
  • Format :   IMR Report Formats   IMR Report Formats   IMR Report Formats

Global Neuromorphic Computing Market Overview

Neuromorphic is a specific brain-inspired ASIC that implements the Spiked Neural Networks (SNNs). The memory and the processing units are in single abstraction (in -memory computing). This leads to the advantage of dynamic, self -programmable behaviour in complex environments. Instead of traditional bit -precise computing, neuromorphic hardware leads to the probabilistic models of simple, reliable and robust, and data -efficient computing as the brain's highly stochastic nature. Neuromorphic hardware is more applicable in cognitive applications than precise computing.

During the next decade, neuromorphic computing will transform the nature and functionalities of a wide range of scientific and non -scientific applications. Some of them include mobile applications that are increasingly demanding powerful processing capacities and abilities ; adaptive robotics, whose technological advance runs in parallel and is linked to the progress of AI, needs to draw on the human thinking mechanisms provided by neuromorphic chips to offer solutions more effectively matched to the domestic and industrial users necessities ; and event -based vision sensors that allow adaptive robotics to be fed with reliable visual signals and react accordingly with precise humanlike responses.

To keep pace with AI software development, several efforts are being made to build hardware that processes AI algorithms. It is expected that the future of AI hardware will be defined by biologically inspired neuromorphic chipsets, which will provide a real-time boost to AI systems. Brain-like chips should help showcase natural intelligence in prominent AI applications in the long term. These chips include the required characteristics for intelligent sensors, and the aim is to develop process technologies, materials, and memories to integrate neuron chips into sensors.

Market Drivers for Neuromorphic Computing Market

Compared to GPUs, Neuromorphic chips is low power intensive and can easily allow parallelism. This will reduce cost of electricity for high tech companies such as AWS, Google and Microsoft in building cloud-based AI services. Research and development on AI are primarily focused on improving and utilizing deep neural networks and AI accelerators. AI depends upon generating near-real-time data analysis. Neuromorphic computing is intended to cover this gap by emulating certain aspects of brain functions. This brain-inspired architecture, combining both computation and memory simulating neurons and synapses, can potentially achieve the requirements of next-generation AI systems.

Market Segmentation

By Type, Neuromorphic Computing has been segmented into:

  • Hardware
  • Software

By Deployment, Neuromorphic Computing has been segmented into:

  • Edge Computing
  • Cloud Computing

By Application, Neuromorphic Computing has been segmented into:

  • Image Recognition
  • Signal Recognition
  • Data Mining

Regions and Countries Level Analysis:

  • North America (U.S., Canada, Mexico)
  • Europe (Germany, U.K., France, Italy, Russia, Spain etc.)
  • Asia-Pacific (China, India, Japan, Southeast Asia etc.)
  • South America (Brazil, Argentina etc.)
  • Middle East & Africa (Saudi Arabia, South Africa etc.)

Players Covered in Neuromorphic Computing market are :

  • Intel Corp. (US)
  • IBM Corporation (US)
  • BrainChip Holdings Ltd. (US)
  • Qualcomm (US)
  • HP Enterprise (US)
  • Samsung Electronics Ltd. (South Korea)
  • HRL Laboratories
  • LLC (US)
  • General Vision Inc. (US)
  • Applied Brain Research Inc. (US)
  • and Vicarious (US)
  • Numenta (US)
  • Aspinity
  • Inc. (US)
  • BrainCo
  • Inc. (US)
  • Bit Brain Technologies (Spain)
  • Halo Neuroscience (US)
  • Kernel (US)
  • Nextmind SRL (Italy)
  • Cognixion (US)
  • Neuropace (US)
  • Mindmaze (US)
  • Innatera Nanosystems (Netherlands)
  • MemComputing (US)
  • Natural Intelligence Systems (US)
  • Ceryx Medical (UK)
  • and Koniku (US)

Recent Developments :

  1. Intel Federal LLC announced a three-year agreement with Sandia National Laboratories (Sandia) to explore the value of neuromorphic computing for scaled-up computational problems.
  2. Abu Dhabi and the UAE are working to pioneer breakthroughs in post quantum cryptography and neuromorphic computing through an international partnership between Technology Innovation Institute's (TII) Cryptography Research Centre (CRC), and Yale University, Connecticut, United States.
  3. BrainChip Holdings Ltd. (ASX: BRN), a leading provider of ultra-low power, high-performance AI technology, introduced MetaTF, a versatile ML framework that allows people working in the convolutional neural network space to quickly and smoothly move to neuromorphic computing without having to learn anything new.

Frequently Asked Questions :

  • Neuromorphic is a specific brain-inspired ASIC that implements the Spiked Neural Networks (SNNs). The memory and the processing units are in single abstraction (in -memory computing). This leads to the advantage of dynamic, self -programmable behaviour in complex environments.

  • The key players mentioned are Intel Corp. (US), IBM Corporation (US), BrainChip Holdings Ltd. (US), Qualcomm (US), HP Enterprise (US), Samsung Electronics Ltd. (South Korea), HRL Laboratories, LLC (US), General Vision Inc. (US), Applied Brain Research Inc. (US), and Vicarious (US), Numenta (US), Aspinity, Inc. (US), BrainCo, Inc. (US), Bit Brain Technologies (Spain), Halo Neuroscience (US), Kernel (US), Nextmind SRL (Italy), Cognixion (US), Neuropace (US), Mindmaze (US), Innatera Nanosystems (Netherlands), MemComputing (US), Natural Intelligence Systems (US), Ceryx Medical (UK), and Koniku (US).

  • The Neuromorphic Computing market is segmented into application type, product type and region. By Application type, the market is categorized into Image Recognition,Signal Recognition,Data Mining. By product type, it is classified into Hardware, Software and others. By region, it is analysed across North America (U.S.; Canada; Mexico), Europe (Germany; U.K.; France; Italy; Russia; Spain etc.), Asia-Pacific (China; India; Japan; Southeast Asia etc.), South America (Brazil; Argentina etc.), Middle East & Africa (Saudi Arabia; South Africa etc.).

  • Compared to GPUs, Neuromorphic chips is low power intensive and can easily allow parallelism. This will reduce cost of electricity for high tech companies such as AWS, Google and Microsoft in building cloud-based AI services.

  • The global Neuromorphic Computing market size was estimated at USD XX billion in 2020 and is expected to reach USD XX billion in 2027.

1. Market Overview of Neuromorphic Computing
	1.1 Neuromorphic Computing Market Overview
		1.1.1 Neuromorphic Computing Product Scope
		1.1.2 Market Status and Outlook
	1.2 Neuromorphic Computing Market Size by Regions: 2015 VS 2021 VS 2026
	1.3 Neuromorphic Computing Historic Market Size by Regions (2015-2020)
	1.4 Neuromorphic Computing Forecasted Market Size by Regions (2021-2026)
	1.5 Covid-19 Impact on Key Regions, Keyword Market Size YoY Growth (2015-2026)
		1.5.1 North America
		1.5.2 East Asia
		1.5.3 Europe
		1.5.4 South Asia
		1.5.5 Southeast Asia
		1.5.6 Middle East
		1.5.7 Africa
		1.5.8 Oceania
		1.5.9 South America
		1.5.10 Rest of the World
	1.6 Coronavirus Disease 2019 (Covid-19) Impact Will Have a Severe Impact on Global Growth
		1.6.1 Covid-19 Impact: Global GDP Growth, 2019, 2020 and 2021 Projections
		1.6.2 Covid-19 Impact: Commodity Prices Indices
		1.6.3 Covid-19 Impact: Global Major Government Policy
2. Covid-19 Impact Neuromorphic Computing Sales Market by Type (2015-2026)
	2.1 Global Neuromorphic Computing Historic Market Size by Type (2015-2020)
	2.2 Global Neuromorphic Computing Forecasted Market Size by Type (2021-2026)
	2.3 Hardware
	2.4 Software
3. Covid-19 Impact Neuromorphic Computing Sales Market by Application (2015-2026)
	3.1 Global Neuromorphic Computing Historic Market Size by Application (2015-2020)
	3.2 Global Neuromorphic Computing Forecasted Market Size by Application (2021-2026)
	3.3 Image Recognition
	3.4 Signal Recognition
	3.5 Data Mining
4. Covid-19 Impact Market Competition by Manufacturers
	4.1 Global Neuromorphic Computing Production Capacity Market Share by Manufacturers (2015-2020)
	4.2 Global Neuromorphic Computing Revenue Market Share by Manufacturers (2015-2020)
	4.3 Global Neuromorphic Computing Average Price by Manufacturers (2015-2020)
5. Company Profiles and Key Figures in Neuromorphic Computing Business
	5.1 Intel Corp. (US)
		5.1.1 Intel Corp. (US) Company Profile
		5.1.2 Intel Corp. (US) Neuromorphic Computing Product Specification
		5.1.3 Intel Corp. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.2 IBM Corporation (US)
		5.2.1 IBM Corporation (US) Company Profile
		5.2.2 IBM Corporation (US) Neuromorphic Computing Product Specification
		5.2.3 IBM Corporation (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.3 BrainChip Holdings Ltd. (US)
		5.3.1 BrainChip Holdings Ltd. (US) Company Profile
		5.3.2 BrainChip Holdings Ltd. (US) Neuromorphic Computing Product Specification
		5.3.3 BrainChip Holdings Ltd. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.4 Qualcomm (US)
		5.4.1 Qualcomm (US) Company Profile
		5.4.2 Qualcomm (US) Neuromorphic Computing Product Specification
		5.4.3 Qualcomm (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.5 HP Enterprise (US)
		5.5.1 HP Enterprise (US) Company Profile
		5.5.2 HP Enterprise (US) Neuromorphic Computing Product Specification
		5.5.3 HP Enterprise (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.6 Samsung Electronics Ltd. (South Korea)
		5.6.1 Samsung Electronics Ltd. (South Korea) Company Profile
		5.6.2 Samsung Electronics Ltd. (South Korea) Neuromorphic Computing Product Specification
		5.6.3 Samsung Electronics Ltd. (South Korea) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.7 HRL Laboratories
		5.7.1 HRL Laboratories Company Profile
		5.7.2 HRL Laboratories Neuromorphic Computing Product Specification
		5.7.3 HRL Laboratories Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.8 LLC (US)
		5.8.1 LLC (US) Company Profile
		5.8.2 LLC (US) Neuromorphic Computing Product Specification
		5.8.3 LLC (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.9 General Vision Inc. (US)
		5.9.1 General Vision Inc. (US) Company Profile
		5.9.2 General Vision Inc. (US) Neuromorphic Computing Product Specification
		5.9.3 General Vision Inc. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.10 Applied Brain Research Inc. (US)
		5.10.1 Applied Brain Research Inc. (US) Company Profile
		5.10.2 Applied Brain Research Inc. (US) Neuromorphic Computing Product Specification
		5.10.3 Applied Brain Research Inc. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.11 and Vicarious (US)
		5.11.1 and Vicarious (US) Company Profile
		5.11.2 and Vicarious (US) Neuromorphic Computing Product Specification
		5.11.3 and Vicarious (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.12 Numenta (US)
		5.12.1 Numenta (US) Company Profile
		5.12.2 Numenta (US) Neuromorphic Computing Product Specification
		5.12.3 Numenta (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.13 Aspinity
		5.13.1 Aspinity Company Profile
		5.13.2 Aspinity Neuromorphic Computing Product Specification
		5.13.3 Aspinity Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.14 Inc. (US)
		5.14.1 Inc. (US) Company Profile
		5.14.2 Inc. (US) Neuromorphic Computing Product Specification
		5.14.3 Inc. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.15 BrainCo
		5.15.1 BrainCo Company Profile
		5.15.2 BrainCo Neuromorphic Computing Product Specification
		5.15.3 BrainCo Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.16 Inc. (US)
		5.16.1 Inc. (US) Company Profile
		5.16.2 Inc. (US) Neuromorphic Computing Product Specification
		5.16.3 Inc. (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.17 Bit Brain Technologies (Spain)
		5.17.1 Bit Brain Technologies (Spain) Company Profile
		5.17.2 Bit Brain Technologies (Spain) Neuromorphic Computing Product Specification
		5.17.3 Bit Brain Technologies (Spain) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.18 Halo Neuroscience (US)
		5.18.1 Halo Neuroscience (US) Company Profile
		5.18.2 Halo Neuroscience (US) Neuromorphic Computing Product Specification
		5.18.3 Halo Neuroscience (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.19 Kernel (US)
		5.19.1 Kernel (US) Company Profile
		5.19.2 Kernel (US) Neuromorphic Computing Product Specification
		5.19.3 Kernel (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.20 Nextmind SRL (Italy)
		5.20.1 Nextmind SRL (Italy) Company Profile
		5.20.2 Nextmind SRL (Italy) Neuromorphic Computing Product Specification
		5.20.3 Nextmind SRL (Italy) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.21 Cognixion (US)
		5.21.1 Cognixion (US) Company Profile
		5.21.2 Cognixion (US) Neuromorphic Computing Product Specification
		5.21.3 Cognixion (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.22 Neuropace (US)
		5.22.1 Neuropace (US) Company Profile
		5.22.2 Neuropace (US) Neuromorphic Computing Product Specification
		5.22.3 Neuropace (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.23 Mindmaze (US)
		5.23.1 Mindmaze (US) Company Profile
		5.23.2 Mindmaze (US) Neuromorphic Computing Product Specification
		5.23.3 Mindmaze (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.24 Innatera Nanosystems (Netherlands)
		5.24.1 Innatera Nanosystems (Netherlands) Company Profile
		5.24.2 Innatera Nanosystems (Netherlands) Neuromorphic Computing Product Specification
		5.24.3 Innatera Nanosystems (Netherlands) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.25 MemComputing (US)
		5.25.1 MemComputing (US) Company Profile
		5.25.2 MemComputing (US) Neuromorphic Computing Product Specification
		5.25.3 MemComputing (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.26 Natural Intelligence Systems (US)
		5.26.1 Natural Intelligence Systems (US) Company Profile
		5.26.2 Natural Intelligence Systems (US) Neuromorphic Computing Product Specification
		5.26.3 Natural Intelligence Systems (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.27 Ceryx Medical (UK)
		5.27.1 Ceryx Medical (UK) Company Profile
		5.27.2 Ceryx Medical (UK) Neuromorphic Computing Product Specification
		5.27.3 Ceryx Medical (UK) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
	5.28 and Koniku (US)
		5.28.1 and Koniku (US) Company Profile
		5.28.2 and Koniku (US) Neuromorphic Computing Product Specification
		5.28.3 and Koniku (US) Neuromorphic Computing Production Capacity, Revenue, Price and Gross Margin (2015-2020)
6. North America
	6.1 North America Neuromorphic Computing Market Size (2015-2026)
	6.2 North America Neuromorphic Computing Key Players in North America (2015-2020)
	6.3 North America Neuromorphic Computing Market Size by Type (2015-2020)
	6.4 North America Neuromorphic Computing Market Size by Application (2015-2020)
7. East Asia
	7.1 East Asia Neuromorphic Computing Market Size (2015-2026)
	7.2 East Asia Neuromorphic Computing Key Players in North America (2015-2020)
	7.3 East Asia Neuromorphic Computing Market Size by Type (2015-2020)
	7.4 East Asia Neuromorphic Computing Market Size by Application (2015-2020)
8. Europe
	8.1 Europe Neuromorphic Computing Market Size (2015-2026)
	8.2 Europe Neuromorphic Computing Key Players in North America (2015-2020)
	8.3 Europe Neuromorphic Computing Market Size by Type (2015-2020)
	8.4 Europe Neuromorphic Computing Market Size by Application (2015-2020)
9. South Asia
	9.1 South Asia Neuromorphic Computing Market Size (2015-2026)
	9.2 South Asia Neuromorphic Computing Key Players in North America (2015-2020)
	9.3 South Asia Neuromorphic Computing Market Size by Type (2015-2020)
	9.4 South Asia Neuromorphic Computing Market Size by Application (2015-2020)
10. Southeast Asia
	10.1 Southeast Asia Neuromorphic Computing Market Size (2015-2026)
	10.2 Southeast Asia Neuromorphic Computing Key Players in North America (2015-2020)
	10.3 Southeast Asia Neuromorphic Computing Market Size by Type (2015-2020)
	10.4 Southeast Asia Neuromorphic Computing Market Size by Application (2015-2020)
11. Middle East
	11.1 Middle East Neuromorphic Computing Market Size (2015-2026)
	11.2 Middle East Neuromorphic Computing Key Players in North America (2015-2020)
	11.3 Middle East Neuromorphic Computing Market Size by Type (2015-2020)
	11.4 Middle East Neuromorphic Computing Market Size by Application (2015-2020)
12. Africa
	12.1 Africa Neuromorphic Computing Market Size (2015-2026)
	12.2 Africa Neuromorphic Computing Key Players in North America (2015-2020)
	12.3 Africa Neuromorphic Computing Market Size by Type (2015-2020)
	12.4 Africa Neuromorphic Computing Market Size by Application (2015-2020)
13. Oceania
	13.1 Oceania Neuromorphic Computing Market Size (2015-2026)
	13.2 Oceania Neuromorphic Computing Key Players in North America (2015-2020)
	13.3 Oceania Neuromorphic Computing Market Size by Type (2015-2020)
	13.4 Oceania Neuromorphic Computing Market Size by Application (2015-2020)
14. South America
	14.1 South America Neuromorphic Computing Market Size (2015-2026)
	14.2 South America Neuromorphic Computing Key Players in North America (2015-2020)
	14.3 South America Neuromorphic Computing Market Size by Type (2015-2020)
	14.4 South America Neuromorphic Computing Market Size by Application (2015-2020)
15. Rest of the World
	15.1 Rest of the World Neuromorphic Computing Market Size (2015-2026)
	15.2 Rest of the World Neuromorphic Computing Key Players in North America (2015-2020)
	15.3 Rest of the World Neuromorphic Computing Market Size by Type (2015-2020)
	15.4 Rest of the World Neuromorphic Computing Market Size by Application (2015-2020)
16 Neuromorphic Computing Market Dynamics
	16.1 Covid-19 Impact Market Top Trends
	16.2 Covid-19 Impact Market Drivers
	16.3 Covid-19 Impact Market Challenges
	16.4 Porter’s Five Forces Analysis
18 Regulatory Information
17 Analyst's Viewpoints/Conclusions
18 Appendix
	18.1 Research Methodology
		18.1.1 Methodology/Research Approach
		18.1.2 Data Source
	18.2 Disclaimer
Tables and figures
Table Main Market Activities by Regions
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Market Revenue (M USD) and Growth Rate 2015-2020
Table Major Players
Table Major Production Market share by Players 2019
Table Major Revenue (M USD) Market share by Players 2019
Table Production Market share by Major Regions in 2015-2020
Table Production Market share by Major Regions in 2021-2026
Table Revenue (M USD) Market share by Regions in 2015-2020
Table Revenue (M USD) Market share by Regions in 2021-2026
Table Industry Supply chain Analysis
Table Raw material Prices Analysis 2015-2020
Table Raw material Suppliers Market Analysis
Table Manufacturing Equipment Suppliers Analysis
Figure Production Process Analysis
Figure Production Cost Structure
Table major End Users by Regions
Table Intel Corp. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of Intel Corp. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  IBM Corporation (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  IBM Corporation (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  BrainChip Holdings Ltd. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  BrainChip Holdings Ltd. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Qualcomm (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Qualcomm (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  HP Enterprise (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  HP Enterprise (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Samsung Electronics Ltd. (South Korea) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Samsung Electronics Ltd. (South Korea)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  HRL Laboratories Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  HRL Laboratories
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  LLC (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  LLC (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  General Vision Inc. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  General Vision Inc. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Applied Brain Research Inc. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Applied Brain Research Inc. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  and Vicarious (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  and Vicarious (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Numenta (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Numenta (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Aspinity Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Aspinity
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Inc. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Inc. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  BrainCo Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  BrainCo
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Inc. (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Inc. (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Bit Brain Technologies (Spain) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Bit Brain Technologies (Spain)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Halo Neuroscience (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Halo Neuroscience (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Kernel (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Kernel (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Nextmind SRL (Italy) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Nextmind SRL (Italy)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Cognixion (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Cognixion (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Neuropace (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Neuropace (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Mindmaze (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Mindmaze (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Innatera Nanosystems (Netherlands) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Innatera Nanosystems (Netherlands)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  MemComputing (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  MemComputing (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Natural Intelligence Systems (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Natural Intelligence Systems (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  Ceryx Medical (UK) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  Ceryx Medical (UK)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table  and Koniku (US) Information List
Figure Neuromorphic Computing Picture, Specifications and Applications of  and Koniku (US)
Table Neuromorphic Computing Sales Volume, Price, Operating Cost, Operating Profits, Revenue (M USD) and Profits
Table Business Locations
Figure Supply channels
Figure marketing strategy
Table Major Distributors and contact information by Regions
Table Major Customers and contact information by Regions
Table USA Supply, Import, Export, Consumption and Consumption Value (M USD)
Table Germany Supply, Import, Export, Consumption and Consumption Value (M USD)
Table China Supply, Import, Export, Consumption and Consumption Value (M USD)
Table Japan Supply, Import, Export, Consumption and Consumption Value (M USD)
Table India Supply, Import, Export, Consumption and Consumption Value (M USD)
Table World Demand by Regions Forecast Analysis of Food Colors (2021-2026)
Table World Price by Regions Forecast Analysis of Food Colors (2021-2026)
Table World Price by Types Forecast Analysis of Food Colors (2021-2026)
Table World Price by Applications Forecast Analysis of Food Colors (2021-2026)
Table World Revenue (M USD) by Regions Forecast Analysis of Food Colors (2021-2026)
Table World Revenue (M USD) by Types Forecast Analysis of Food Colors (2021-2026)
Table World Revenue (M USD) by Applications Forecast Analysis of Food Colors (2021-2026)
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