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

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.

Neuromorphic Computing Market - In-Depth Analysis by Type
Segmentations by Type
  • Hardware
  • Software
by Deployment
  • Edge Computing
  • Cloud Computing
by Application
  • Image Recognition
  • Signal Recognition
  • Data Mining
by Region
  • North America (U.S., Canada, Mexico)
  • Europe (Germany, U.K., France, Italy, Russia, Spain, Rest of Europe)
  • Asia-Pacific (China, India, Japan, Southeast Asia, Rest of APAC)
  • Middle East & Africa (GCC Countries, South Africa, Rest of MEA)
  • South America (Brazil, Argentina, Rest of South America)
Chapter 1: Introduction
 1.1 Research Objectives
 1.2 Research Methodology
 1.3 Research Process
 1.4 Scope and Coverage
  1.4.1 Market Definition
  1.4.2 Key Questions Answered
 1.5 Market Segmentation

Chapter 2:Executive Summary

Chapter 3:Growth Opportunities By Segment
 3.1 By Type
 3.2 By Deployment
 3.3 By Application

Chapter 4: Market Landscape
 4.1 Porter's Five Forces Analysis
  4.1.1 Bargaining Power of Supplier
  4.1.2 Threat of New Entrants
  4.1.3 Threat of Substitutes
  4.1.4 Competitive Rivalry
  4.1.5 Bargaining Power Among Buyers
 4.2 Industry Value Chain Analysis
 4.3 Market Dynamics
  3.5.1 Drivers
  3.5.2 Restraints
  3.5.3 Opportunities
  3.5.4 Challenges
 4.4 Pestle Analysis
 4.5 Technological Roadmap
 4.6 Regulatory Landscape
 4.7 SWOT Analysis
 4.8 Price Trend Analysis
 4.9 Patent Analysis
 4.10 Analysis of the Impact of Covid-19
  4.10.1 Impact on the Overall Market
  4.10.2 Impact on the Supply Chain
  4.10.3 Impact on the Key Manufacturers
  4.10.4 Impact on the Pricing

Chapter 4: Neuromorphic Computing Market by Type
 4.1 Neuromorphic Computing Market Overview Snapshot and Growth Engine
 4.2 Neuromorphic Computing Market Overview
 4.3 Hardware
  4.3.1 Introduction and Market Overview
  4.3.2 Historic and Forecasted Market Size (2016-2028F)
  4.3.3 Key Market Trends, Growth Factors and Opportunities
  4.3.4 Hardware: Grographic Segmentation
 4.4 Software
  4.4.1 Introduction and Market Overview
  4.4.2 Historic and Forecasted Market Size (2016-2028F)
  4.4.3 Key Market Trends, Growth Factors and Opportunities
  4.4.4 Software: Grographic Segmentation

Chapter 5: Neuromorphic Computing Market by Deployment
 5.1 Neuromorphic Computing Market Overview Snapshot and Growth Engine
 5.2 Neuromorphic Computing Market Overview
 5.3 Edge Computing
  5.3.1 Introduction and Market Overview
  5.3.2 Historic and Forecasted Market Size (2016-2028F)
  5.3.3 Key Market Trends, Growth Factors and Opportunities
  5.3.4 Edge Computing: Grographic Segmentation
 5.4 Cloud Computing
  5.4.1 Introduction and Market Overview
  5.4.2 Historic and Forecasted Market Size (2016-2028F)
  5.4.3 Key Market Trends, Growth Factors and Opportunities
  5.4.4 Cloud Computing: Grographic Segmentation

Chapter 6: Neuromorphic Computing Market by Application
 6.1 Neuromorphic Computing Market Overview Snapshot and Growth Engine
 6.2 Neuromorphic Computing Market Overview
 6.3 Image Recognition
  6.3.1 Introduction and Market Overview
  6.3.2 Historic and Forecasted Market Size (2016-2028F)
  6.3.3 Key Market Trends, Growth Factors and Opportunities
  6.3.4 Image Recognition: Grographic Segmentation
 6.4 Signal Recognition
  6.4.1 Introduction and Market Overview
  6.4.2 Historic and Forecasted Market Size (2016-2028F)
  6.4.3 Key Market Trends, Growth Factors and Opportunities
  6.4.4 Signal Recognition: Grographic Segmentation
 6.5 Data Mining
  6.5.1 Introduction and Market Overview
  6.5.2 Historic and Forecasted Market Size (2016-2028F)
  6.5.3 Key Market Trends, Growth Factors and Opportunities
  6.5.4 Data Mining: Grographic Segmentation

Chapter 7: Company Profiles and Competitive Analysis
 7.1 Competitive Landscape
  7.1.1 Competitive Positioning
  7.1.2 Neuromorphic Computing Sales and Market Share By Players
  7.1.3 Industry BCG Matrix
  7.1.4 Ansoff Matrix
  7.1.5 Neuromorphic Computing Industry Concentration Ratio (CR5 and HHI)
  7.1.6 Top 5 Neuromorphic Computing Players Market Share
  7.1.7 Mergers and Acquisitions
  7.1.8 Business Strategies By Top Players
 7.2 INTEL CORP. (US)
  7.2.1 Company Overview
  7.2.2 Key Executives
  7.2.3 Company Snapshot
  7.2.4 Operating Business Segments
  7.2.5 Product Portfolio
  7.2.6 Business Performance
  7.2.7 Key Strategic Moves and Recent Developments
  7.2.8 SWOT Analysis
 7.3 IBM CORPORATION (US)
 7.4 BRAINCHIP HOLDINGS LTD. (US)
 7.5 QUALCOMM (US)
 7.6 HP ENTERPRISE (US)
 7.7 SAMSUNG ELECTRONICS LTD. (SOUTH KOREA)
 7.8 HRL LABORATORIES
 7.9 LLC (US)
 7.10 GENERAL VISION INC. (US)
 7.11 APPLIED BRAIN RESEARCH INC. (US)
 7.12 AND VICARIOUS (US)
 7.13 NUMENTA (US)
 7.14 ASPINITY
 7.15 INC. (US)
 7.16 BRAINCO
 7.17 INC. (US)
 7.18 BIT BRAIN TECHNOLOGIES (SPAIN)
 7.19 HALO NEUROSCIENCE (US)
 7.20 KERNEL (US)
 7.21 NEXTMIND SRL (ITALY)
 7.22 COGNIXION (US)
 7.23 NEUROPACE (US)
 7.24 MINDMAZE (US)
 7.25 INNATERA NANOSYSTEMS (NETHERLANDS)
 7.26 MEMCOMPUTING (US)
 7.27 NATURAL INTELLIGENCE SYSTEMS (US)
 7.28 CERYX MEDICAL (UK)
 7.29 AND KONIKU (US)

Chapter 8: Global Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 8.1 Market Overview
 8.2 Historic and Forecasted Market Size By Type
  8.2.1 Hardware
  8.2.2 Software
 8.3 Historic and Forecasted Market Size By Deployment
  8.3.1 Edge Computing
  8.3.2 Cloud Computing
 8.4 Historic and Forecasted Market Size By Application
  8.4.1 Image Recognition
  8.4.2 Signal Recognition
  8.4.3 Data Mining

Chapter 9: North America Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 9.1 Key Market Trends, Growth Factors and Opportunities
 9.2 Impact of Covid-19
 9.3 Key Players
 9.4 Key Market Trends, Growth Factors and Opportunities
 9.4 Historic and Forecasted Market Size By Type
  9.4.1 Hardware
  9.4.2 Software
 9.5 Historic and Forecasted Market Size By Deployment
  9.5.1 Edge Computing
  9.5.2 Cloud Computing
 9.6 Historic and Forecasted Market Size By Application
  9.6.1 Image Recognition
  9.6.2 Signal Recognition
  9.6.3 Data Mining
 9.7 Historic and Forecast Market Size by Country
  9.7.1 U.S.
  9.7.2 Canada
  9.7.3 Mexico

Chapter 10: Europe Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 10.1 Key Market Trends, Growth Factors and Opportunities
 10.2 Impact of Covid-19
 10.3 Key Players
 10.4 Key Market Trends, Growth Factors and Opportunities
 10.4 Historic and Forecasted Market Size By Type
  10.4.1 Hardware
  10.4.2 Software
 10.5 Historic and Forecasted Market Size By Deployment
  10.5.1 Edge Computing
  10.5.2 Cloud Computing
 10.6 Historic and Forecasted Market Size By Application
  10.6.1 Image Recognition
  10.6.2 Signal Recognition
  10.6.3 Data Mining
 10.7 Historic and Forecast Market Size by Country
  10.7.1 Germany
  10.7.2 U.K.
  10.7.3 France
  10.7.4 Italy
  10.7.5 Russia
  10.7.6 Spain

Chapter 11: Asia-Pacific Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 11.1 Key Market Trends, Growth Factors and Opportunities
 11.2 Impact of Covid-19
 11.3 Key Players
 11.4 Key Market Trends, Growth Factors and Opportunities
 11.4 Historic and Forecasted Market Size By Type
  11.4.1 Hardware
  11.4.2 Software
 11.5 Historic and Forecasted Market Size By Deployment
  11.5.1 Edge Computing
  11.5.2 Cloud Computing
 11.6 Historic and Forecasted Market Size By Application
  11.6.1 Image Recognition
  11.6.2 Signal Recognition
  11.6.3 Data Mining
 11.7 Historic and Forecast Market Size by Country
  11.7.1 China
  11.7.2 India
  11.7.3 Japan
  11.7.4 Southeast Asia

Chapter 12: South America Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 12.1 Key Market Trends, Growth Factors and Opportunities
 12.2 Impact of Covid-19
 12.3 Key Players
 12.4 Key Market Trends, Growth Factors and Opportunities
 12.4 Historic and Forecasted Market Size By Type
  12.4.1 Hardware
  12.4.2 Software
 12.5 Historic and Forecasted Market Size By Deployment
  12.5.1 Edge Computing
  12.5.2 Cloud Computing
 12.6 Historic and Forecasted Market Size By Application
  12.6.1 Image Recognition
  12.6.2 Signal Recognition
  12.6.3 Data Mining
 12.7 Historic and Forecast Market Size by Country
  12.7.1 Brazil
  12.7.2 Argentina

Chapter 13: Middle East & Africa Neuromorphic Computing Market Analysis, Insights and Forecast, 2016-2028
 13.1 Key Market Trends, Growth Factors and Opportunities
 13.2 Impact of Covid-19
 13.3 Key Players
 13.4 Key Market Trends, Growth Factors and Opportunities
 13.4 Historic and Forecasted Market Size By Type
  13.4.1 Hardware
  13.4.2 Software
 13.5 Historic and Forecasted Market Size By Deployment
  13.5.1 Edge Computing
  13.5.2 Cloud Computing
 13.6 Historic and Forecasted Market Size By Application
  13.6.1 Image Recognition
  13.6.2 Signal Recognition
  13.6.3 Data Mining
 13.7 Historic and Forecast Market Size by Country
  13.7.1 Saudi Arabia
  13.7.2 South Africa

Chapter 14 Investment Analysis

Chapter 15 Analyst Viewpoint and Conclusion
Neuromorphic Computing Market - In-Depth Analysis by Type
Segmentations by Type
  • Hardware
  • Software
by Deployment
  • Edge Computing
  • Cloud Computing
by Application
  • Image Recognition
  • Signal Recognition
  • Data Mining
by Region
  • North America (U.S., Canada, Mexico)
  • Europe (Germany, U.K., France, Italy, Russia, Spain, Rest of Europe)
  • Asia-Pacific (China, India, Japan, Southeast Asia, Rest of APAC)
  • Middle East & Africa (GCC Countries, South Africa, Rest of MEA)
  • South America (Brazil, Argentina, Rest of South America)
LIST OF TABLES

TABLE 001. EXECUTIVE SUMMARY
TABLE 002. NEUROMORPHIC COMPUTING MARKET BARGAINING POWER OF SUPPLIERS
TABLE 003. NEUROMORPHIC COMPUTING MARKET BARGAINING POWER OF CUSTOMERS
TABLE 004. NEUROMORPHIC COMPUTING MARKET COMPETITIVE RIVALRY
TABLE 005. NEUROMORPHIC COMPUTING MARKET THREAT OF NEW ENTRANTS
TABLE 006. NEUROMORPHIC COMPUTING MARKET THREAT OF SUBSTITUTES
TABLE 007. NEUROMORPHIC COMPUTING MARKET BY TYPE
TABLE 008. HARDWARE MARKET OVERVIEW (2016-2028)
TABLE 009. SOFTWARE MARKET OVERVIEW (2016-2028)
TABLE 010. NEUROMORPHIC COMPUTING MARKET BY DEPLOYMENT
TABLE 011. EDGE COMPUTING MARKET OVERVIEW (2016-2028)
TABLE 012. CLOUD COMPUTING MARKET OVERVIEW (2016-2028)
TABLE 013. NEUROMORPHIC COMPUTING MARKET BY APPLICATION
TABLE 014. IMAGE RECOGNITION MARKET OVERVIEW (2016-2028)
TABLE 015. SIGNAL RECOGNITION MARKET OVERVIEW (2016-2028)
TABLE 016. DATA MINING MARKET OVERVIEW (2016-2028)
TABLE 017. NORTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY TYPE (2016-2028)
TABLE 018. NORTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT (2016-2028)
TABLE 019. NORTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY APPLICATION (2016-2028)
TABLE 020. N NEUROMORPHIC COMPUTING MARKET, BY COUNTRY (2016-2028)
TABLE 021. EUROPE NEUROMORPHIC COMPUTING MARKET, BY TYPE (2016-2028)
TABLE 022. EUROPE NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT (2016-2028)
TABLE 023. EUROPE NEUROMORPHIC COMPUTING MARKET, BY APPLICATION (2016-2028)
TABLE 024. NEUROMORPHIC COMPUTING MARKET, BY COUNTRY (2016-2028)
TABLE 025. ASIA PACIFIC NEUROMORPHIC COMPUTING MARKET, BY TYPE (2016-2028)
TABLE 026. ASIA PACIFIC NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT (2016-2028)
TABLE 027. ASIA PACIFIC NEUROMORPHIC COMPUTING MARKET, BY APPLICATION (2016-2028)
TABLE 028. NEUROMORPHIC COMPUTING MARKET, BY COUNTRY (2016-2028)
TABLE 029. MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET, BY TYPE (2016-2028)
TABLE 030. MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT (2016-2028)
TABLE 031. MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET, BY APPLICATION (2016-2028)
TABLE 032. NEUROMORPHIC COMPUTING MARKET, BY COUNTRY (2016-2028)
TABLE 033. SOUTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY TYPE (2016-2028)
TABLE 034. SOUTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT (2016-2028)
TABLE 035. SOUTH AMERICA NEUROMORPHIC COMPUTING MARKET, BY APPLICATION (2016-2028)
TABLE 036. NEUROMORPHIC COMPUTING MARKET, BY COUNTRY (2016-2028)
TABLE 037. INTEL CORP. (US): SNAPSHOT
TABLE 038. INTEL CORP. (US): BUSINESS PERFORMANCE
TABLE 039. INTEL CORP. (US): PRODUCT PORTFOLIO
TABLE 040. INTEL CORP. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 040. IBM CORPORATION (US): SNAPSHOT
TABLE 041. IBM CORPORATION (US): BUSINESS PERFORMANCE
TABLE 042. IBM CORPORATION (US): PRODUCT PORTFOLIO
TABLE 043. IBM CORPORATION (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 043. BRAINCHIP HOLDINGS LTD. (US): SNAPSHOT
TABLE 044. BRAINCHIP HOLDINGS LTD. (US): BUSINESS PERFORMANCE
TABLE 045. BRAINCHIP HOLDINGS LTD. (US): PRODUCT PORTFOLIO
TABLE 046. BRAINCHIP HOLDINGS LTD. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 046. QUALCOMM (US): SNAPSHOT
TABLE 047. QUALCOMM (US): BUSINESS PERFORMANCE
TABLE 048. QUALCOMM (US): PRODUCT PORTFOLIO
TABLE 049. QUALCOMM (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 049. HP ENTERPRISE (US): SNAPSHOT
TABLE 050. HP ENTERPRISE (US): BUSINESS PERFORMANCE
TABLE 051. HP ENTERPRISE (US): PRODUCT PORTFOLIO
TABLE 052. HP ENTERPRISE (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 052. SAMSUNG ELECTRONICS LTD. (SOUTH KOREA): SNAPSHOT
TABLE 053. SAMSUNG ELECTRONICS LTD. (SOUTH KOREA): BUSINESS PERFORMANCE
TABLE 054. SAMSUNG ELECTRONICS LTD. (SOUTH KOREA): PRODUCT PORTFOLIO
TABLE 055. SAMSUNG ELECTRONICS LTD. (SOUTH KOREA): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 055. HRL LABORATORIES: SNAPSHOT
TABLE 056. HRL LABORATORIES: BUSINESS PERFORMANCE
TABLE 057. HRL LABORATORIES: PRODUCT PORTFOLIO
TABLE 058. HRL LABORATORIES: KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 058. LLC (US): SNAPSHOT
TABLE 059. LLC (US): BUSINESS PERFORMANCE
TABLE 060. LLC (US): PRODUCT PORTFOLIO
TABLE 061. LLC (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 061. GENERAL VISION INC. (US): SNAPSHOT
TABLE 062. GENERAL VISION INC. (US): BUSINESS PERFORMANCE
TABLE 063. GENERAL VISION INC. (US): PRODUCT PORTFOLIO
TABLE 064. GENERAL VISION INC. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 064. APPLIED BRAIN RESEARCH INC. (US): SNAPSHOT
TABLE 065. APPLIED BRAIN RESEARCH INC. (US): BUSINESS PERFORMANCE
TABLE 066. APPLIED BRAIN RESEARCH INC. (US): PRODUCT PORTFOLIO
TABLE 067. APPLIED BRAIN RESEARCH INC. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 067. AND VICARIOUS (US): SNAPSHOT
TABLE 068. AND VICARIOUS (US): BUSINESS PERFORMANCE
TABLE 069. AND VICARIOUS (US): PRODUCT PORTFOLIO
TABLE 070. AND VICARIOUS (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 070. NUMENTA (US): SNAPSHOT
TABLE 071. NUMENTA (US): BUSINESS PERFORMANCE
TABLE 072. NUMENTA (US): PRODUCT PORTFOLIO
TABLE 073. NUMENTA (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 073. ASPINITY: SNAPSHOT
TABLE 074. ASPINITY: BUSINESS PERFORMANCE
TABLE 075. ASPINITY: PRODUCT PORTFOLIO
TABLE 076. ASPINITY: KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 076. INC. (US): SNAPSHOT
TABLE 077. INC. (US): BUSINESS PERFORMANCE
TABLE 078. INC. (US): PRODUCT PORTFOLIO
TABLE 079. INC. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 079. BRAINCO: SNAPSHOT
TABLE 080. BRAINCO: BUSINESS PERFORMANCE
TABLE 081. BRAINCO: PRODUCT PORTFOLIO
TABLE 082. BRAINCO: KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 082. INC. (US): SNAPSHOT
TABLE 083. INC. (US): BUSINESS PERFORMANCE
TABLE 084. INC. (US): PRODUCT PORTFOLIO
TABLE 085. INC. (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 085. BIT BRAIN TECHNOLOGIES (SPAIN): SNAPSHOT
TABLE 086. BIT BRAIN TECHNOLOGIES (SPAIN): BUSINESS PERFORMANCE
TABLE 087. BIT BRAIN TECHNOLOGIES (SPAIN): PRODUCT PORTFOLIO
TABLE 088. BIT BRAIN TECHNOLOGIES (SPAIN): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 088. HALO NEUROSCIENCE (US): SNAPSHOT
TABLE 089. HALO NEUROSCIENCE (US): BUSINESS PERFORMANCE
TABLE 090. HALO NEUROSCIENCE (US): PRODUCT PORTFOLIO
TABLE 091. HALO NEUROSCIENCE (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 091. KERNEL (US): SNAPSHOT
TABLE 092. KERNEL (US): BUSINESS PERFORMANCE
TABLE 093. KERNEL (US): PRODUCT PORTFOLIO
TABLE 094. KERNEL (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 094. NEXTMIND SRL (ITALY): SNAPSHOT
TABLE 095. NEXTMIND SRL (ITALY): BUSINESS PERFORMANCE
TABLE 096. NEXTMIND SRL (ITALY): PRODUCT PORTFOLIO
TABLE 097. NEXTMIND SRL (ITALY): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 097. COGNIXION (US): SNAPSHOT
TABLE 098. COGNIXION (US): BUSINESS PERFORMANCE
TABLE 099. COGNIXION (US): PRODUCT PORTFOLIO
TABLE 100. COGNIXION (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 100. NEUROPACE (US): SNAPSHOT
TABLE 101. NEUROPACE (US): BUSINESS PERFORMANCE
TABLE 102. NEUROPACE (US): PRODUCT PORTFOLIO
TABLE 103. NEUROPACE (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 103. MINDMAZE (US): SNAPSHOT
TABLE 104. MINDMAZE (US): BUSINESS PERFORMANCE
TABLE 105. MINDMAZE (US): PRODUCT PORTFOLIO
TABLE 106. MINDMAZE (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 106. INNATERA NANOSYSTEMS (NETHERLANDS): SNAPSHOT
TABLE 107. INNATERA NANOSYSTEMS (NETHERLANDS): BUSINESS PERFORMANCE
TABLE 108. INNATERA NANOSYSTEMS (NETHERLANDS): PRODUCT PORTFOLIO
TABLE 109. INNATERA NANOSYSTEMS (NETHERLANDS): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 109. MEMCOMPUTING (US): SNAPSHOT
TABLE 110. MEMCOMPUTING (US): BUSINESS PERFORMANCE
TABLE 111. MEMCOMPUTING (US): PRODUCT PORTFOLIO
TABLE 112. MEMCOMPUTING (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 112. NATURAL INTELLIGENCE SYSTEMS (US): SNAPSHOT
TABLE 113. NATURAL INTELLIGENCE SYSTEMS (US): BUSINESS PERFORMANCE
TABLE 114. NATURAL INTELLIGENCE SYSTEMS (US): PRODUCT PORTFOLIO
TABLE 115. NATURAL INTELLIGENCE SYSTEMS (US): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 115. CERYX MEDICAL (UK): SNAPSHOT
TABLE 116. CERYX MEDICAL (UK): BUSINESS PERFORMANCE
TABLE 117. CERYX MEDICAL (UK): PRODUCT PORTFOLIO
TABLE 118. CERYX MEDICAL (UK): KEY STRATEGIC MOVES AND DEVELOPMENTS
TABLE 118. AND KONIKU (US): SNAPSHOT
TABLE 119. AND KONIKU (US): BUSINESS PERFORMANCE
TABLE 120. AND KONIKU (US): PRODUCT PORTFOLIO
TABLE 121. AND KONIKU (US): KEY STRATEGIC MOVES AND DEVELOPMENTS

LIST OF FIGURES

FIGURE 001. YEARS CONSIDERED FOR ANALYSIS
FIGURE 002. SCOPE OF THE STUDY
FIGURE 003. NEUROMORPHIC COMPUTING MARKET OVERVIEW BY REGIONS
FIGURE 004. PORTER'S FIVE FORCES ANALYSIS
FIGURE 005. BARGAINING POWER OF SUPPLIERS
FIGURE 006. COMPETITIVE RIVALRYFIGURE 007. THREAT OF NEW ENTRANTS
FIGURE 008. THREAT OF SUBSTITUTES
FIGURE 009. VALUE CHAIN ANALYSIS
FIGURE 010. PESTLE ANALYSIS
FIGURE 011. NEUROMORPHIC COMPUTING MARKET OVERVIEW BY TYPE
FIGURE 012. HARDWARE MARKET OVERVIEW (2016-2028)
FIGURE 013. SOFTWARE MARKET OVERVIEW (2016-2028)
FIGURE 014. NEUROMORPHIC COMPUTING MARKET OVERVIEW BY DEPLOYMENT
FIGURE 015. EDGE COMPUTING MARKET OVERVIEW (2016-2028)
FIGURE 016. CLOUD COMPUTING MARKET OVERVIEW (2016-2028)
FIGURE 017. NEUROMORPHIC COMPUTING MARKET OVERVIEW BY APPLICATION
FIGURE 018. IMAGE RECOGNITION MARKET OVERVIEW (2016-2028)
FIGURE 019. SIGNAL RECOGNITION MARKET OVERVIEW (2016-2028)
FIGURE 020. DATA MINING MARKET OVERVIEW (2016-2028)
FIGURE 021. NORTH AMERICA NEUROMORPHIC COMPUTING MARKET OVERVIEW BY COUNTRY (2016-2028)
FIGURE 022. EUROPE NEUROMORPHIC COMPUTING MARKET OVERVIEW BY COUNTRY (2016-2028)
FIGURE 023. ASIA PACIFIC NEUROMORPHIC COMPUTING MARKET OVERVIEW BY COUNTRY (2016-2028)
FIGURE 024. MIDDLE EAST & AFRICA NEUROMORPHIC COMPUTING MARKET OVERVIEW BY COUNTRY (2016-2028)
FIGURE 025. SOUTH AMERICA NEUROMORPHIC COMPUTING MARKET OVERVIEW BY COUNTRY (2016-2028)
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Frequently Asked Questions :

What is neuromorphic computing?
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.
Who are the key players in Neuromorphic Computing market?
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).
What are the segments of Neuromorphic Computing market?
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.).
What are the 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.
How big is the Neuromorphic Computing market?
The global Neuromorphic Computing market size was estimated at USD XX billion in 2020 and is expected to reach USD XX billion in 2027.