表紙
市場調查報告書
商品編碼
1003985

類神經形態運算的全球市場、COVID-19的影響 (∼2026年):各提供區分、展開區分、用途 (影像識別、訊號認識、資料探勘)、產業 (航太、軍事、防衛、汽車、醫療)、地區

Neuromorphic Computing Market With Covid-19 Impact by Offering, Deployment, Application (Image Recognition, Signal Recognition, Data Mining), Vertical (Aerospace, Military, & Defense, Automotive, Medical) and Geography - Global Forecast to 2026

出版日期: | 出版商: MarketsandMarkets | 英文 212 Pages | 訂單完成後即時交付

價格
  • 全貌
  • 簡介
  • 目錄
簡介

類神經形態運算的市場規模在預測期間內預計以89.1%的年複合成長率發展,從2021年的2274萬3000美元,成長到2026年5億5059萬3000美元的規模。

性能更好的IC的需求,AI和機器學習的需求增加,超越產業的聯盟、合作增加等要素,促進該市場的成長。同時,類神經形態運算相關知識的不足,複雜的演算法造成硬體設備設計的複雜化,預計成為在預測期間內市場成長的課題。

本報告提供全球類神經形態運算的市場調查,價值鏈,市場定義和概要,新型冠狀病毒感染疾病 (COVID-19) 以及其他的市場影響因素分析,技術趨勢,案例研究,市場規模的變化、預測,各提供區分、展開區分、用途、產業、地區/主要國家的明細,競爭環境,主要企業簡介等資訊彙整。

第1章 簡介

第2章 調查手法

第3章 摘要整理

第4章 重要考察

第5章 市場概要

  • 發展的過程
  • 市場動態
    • 促進因素
    • 阻礙因素
    • 市場機會
    • 課題
  • 價值鏈
  • 波特的五力分析
  • 市場生態系統
  • 使用案例分析
  • 產業趨勢
  • 價格分析
  • 專利分析
  • 貿易分析

第6章 市場分析、預測:各提供種類

  • 硬體設備
  • 軟體

第7章 市場分析、預測:各部署種類

  • 邊緣運算
  • 雲端運算

第8章 市場分析、預測:各用途

  • 影像識別
  • 訊號認識
  • 資料探勘

第9章 市場分析、預測:各產業

  • 航太、軍事、防衛
  • 汽車
  • CE產品
  • 工業
  • 醫療
  • IT、通訊
  • 其他

第10章 市場分析、預測:各地區、主要國家

  • 北美
  • 歐洲
  • 亞太地區
  • 其他地區

第11章 競爭情形

  • 概要
  • 收益分析
  • 市場佔有率分析
  • 主要企業的排行榜
  • 企業評估象限
  • Start-Ups/SME評估象限
  • 企業的足跡
  • 競爭模式
  • 競爭情形、趨勢

第12章 企業簡介

  • 主要企業
    • INTEL CORPORATION
    • IBM CORPORATION
    • BRAINCHIP HOLDINGS LTD.
    • QUALCOMM
    • HEWLETT PACKARD ENTERPRISE
    • SAMSUNG ELECTRONICS LIMITED
    • HRL LABORATORIES, LLC
    • GENERAL VISION INC.
    • APPLIED BRAIN RESEARCH, INC.
    • VICARIOUS
  • 其他的主要企業
    • NUMENTA
    • ASPINITY INC
    • BRAINCO, INC
    • BITBRAIN TECHNOLOGIES
    • HALO NEUROSCIENCE
    • KERNEL
    • NEXTMIND SRL
    • COGNIXION
    • NEUROPACE
    • MINDMAZE
    • INNATERA NANOSYSTEMS
    • MEMCOMPUTING
    • NATURAL INTELLIGENCE SYSTEMS
    • CERYX MEDICAL
    • KONIKU

第13章 附錄

目錄
Product Code: SE 3744

The neuromorphic computing market is expected to be valued at USD 22,743 thousand in 2021 and is expected to reach USD 550,593 thousand by 2026, at a CAGR of 89.1% between 2021 and 2026. The need for better performing ICs, increase in demand for artificial intelligence and machine learning, and increasing number of cross-industry partnerships and collaborations are key factors driving the growth of the market. Artificial intelligence (AI) is being adopted in industries such as medical, media, entertainment, telecom, utility, aerospace, military, consumer devices, food & beverages, and piping. A combination of AI systems and machine learning is set to revolutionize the business environment with smart decisions. However, lack of knowledge about neuromorphic computing and complex algorithms increasing complexity of designing hardware of neuromorphic chips can act as a major challenge in the market during the forecast period.

Edge Computing will have highest growth in coming years

The edge computing segment is expected to account for a 95% share of the overall neuromorphic computing market by 2026. The high growth of edge computing segment is attributed its increasing use in applications such as responsive voice control for vehicles, full-body gesture recognition for touchless interfaces, and on-board intelligence for assistive robotics. Neuromorphic computing at edge is also apt for low-power and low-latency applications, and on-device adaptation.

Aerospace, military, & defense vertical is expected to hold the largest share in 2026

Neuromorphic computing can process information faster than any other processor; this helps the military & defense industry in processing sensitive data such as battlefield data, including weapons and resources management. Increasing requirement for testing and transmitting signals to securely code and transmit data from one end to another to reduce the threat of security issues is another factor driving the growth of the neuromorphic computing market for the aerospace, military, & defense industry.

APAC is attributed to grow at the highest CAGR in the neuromorphic computing market during the forecast period (2021-2026)

APAC is expected to hold the second-largest share of ~37% of the global neuromorphic computing market in 2021. Countries such as China, Japan, and South Korea are expected to be the major contributors to the neuromorphic computing market in APAC. China is the largest market for AI, followed by Japan, in APAC; this makes the country an attractive market for neuromorphic computing for machine learning and NLP applications.

The break-up of primary participants for the report has been shown below:

  • By Company Type: Tier 1 - 50%, Tier 2 - 30%, and Tier 3 - 20%
  • By Designation: C-level Executives - 30%, Director Level - 30%, and Others - 40%
  • By Region: North America - 30%, Europe - 25%, APAC - 40%, and RoW - 5%

The neuromorphic computing market was dominated by Intel Corp. (US), IBM Corporation (US), BrainChip Holdings Ltd. (US), Qualcomm (US) and HP Enterprise (US).

Research Coverage:

This research report categorizes the neuromorphic computing market by offering, deployment, application, vertical and region. The report describes the major drivers, restraints, challenges, and opportunities pertaining to the neuromorphic computing market and forecasts the same till 2026.

Key Benefits of Buying the Report

The report would help leaders/new entrants in this market in the following ways:

1. This report segments the neuromorphic computing market comprehensively and provides the closest market size projection for all subsegments across different regions.

2. The report helps stakeholders understand the pulse of the market and provides them with information on key drivers, restraints, challenges, and opportunities for market growth.

3. This report would help stakeholders understand their competitors better and gain more insights to improve their position in the business. The competitive landscape section includes product launches and developments, collaborations and acquisitions.

4. This report would help understand the pre and post-COVID-19 scenarios as to how would the penetration of neuromorphic computing will look like for the forecast period. The region segment includes the country wise impact analysis of COVID-19 and initiatives taken to overcome these impacts.

TABLE OF CONTENTS

1 INTRODUCTION

  • 1.1 STUDY OBJECTIVES
  • 1.2 MARKET DEFINITION
    • 1.2.1 INCLUSIONS AND EXCLUSIONS
  • 1.3 STUDY SCOPE
    • 1.3.1 MARKETS COVERED
    • FIGURE 1 NEUROMORPHIC COMPUTING MARKET
    • 1.3.2 GEOGRAPHIC SCOPE
    • 1.3.3 YEARS CONSIDERED
  • 1.4 CURRENCY
  • 1.5 VOLUME UNIT
  • 1.6 LIMITATIONS
  • 1.7 STAKEHOLDERS
  • 1.8 SUMMARY OF CHANGES

2 RESEARCH METHODOLOGY

  • 2.1 RESEARCH DATA
    • FIGURE 2 NEUROMORPHIC COMPUTING MARKET: RESEARCH DESIGN
    • 2.1.1 SECONDARY DATA
      • 2.1.1.1 Major secondary sources
      • 2.1.1.2 Key data from secondary sources
    • 2.1.2 PRIMARY DATA
      • 2.1.2.1 Primary interviews with experts
      • 2.1.2.2 Key data from primary sources
      • 2.1.2.3 Key industry insights
      • 2.1.2.4 Breakdown of primaries
    • 2.1.3 SECONDARY AND PRIMARY RESEARCH
  • 2.2 MARKET SIZE ESTIMATION
    • FIGURE 3 RESEARCH FLOW OF MARKET SIZE ESTIMATION
    • 2.2.1 BOTTOM-UP APPROACH
    • FIGURE 4 MARKET SIZE ESTIMATION METHODOLOGY (SUPPLY SIDE): REVENUE FROM SALES OF NEUROMORPHIC COMPUTING PRODUCTS AND SOLUTIONS
    • FIGURE 5 MARKET SIZE ESTIMATION METHODOLOGY: BOTTOM-UP APPROACH
    • 2.2.2 TOP-DOWN APPROACH
    • FIGURE 6 MARKET SIZE ESTIMATION METHODOLOGY: TOP-DOWN APPROACH
  • 2.3 MARKET BREAKDOWN AND DATA TRIANGULATION
    • FIGURE 7 DATA TRIANGULATION
  • 2.4 RESEARCH ASSUMPTIONS
  • 2.5 RISK ASSESSMENT
    • TABLE 1 RISK FACTOR ANALYSIS
  • 2.6 FORECASTING ASSUMPTIONS
  • 2.7 COMPETITIVE LEADERSHIP MAPPING METHODOLOGY
    • TABLE 2 EVALUATION CRITERIA
    • 2.7.1 VENDOR INCLUSION CRITERIA
  • 2.8 LIMITATIONS OF THE STUDY

3 EXECUTIVE SUMMARY

    • FIGURE 8 HARDWARE OFFERING SEGMENT TO LEAD NEUROMORPHIC COMPUTING MARKET DURING 2021-2026
    • FIGURE 9 IMAGE RECOGNITION APPLICATION IS EXPECTED TO HOLD LARGEST SHARE OF NEUROMORPHIC COMPUTING MARKET DURING 2021-2026
    • FIGURE 10 AEROSPACE, MILITARY & DEFENSE VERTICAL TO HOLD LARGEST OF NEUROMORPHIC COMPUTING MARKET DURING FORECAST PERIOD
    • FIGURE 11 EDGE COMPUTING TO LEAD NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT, DURING FORECAST PERIOD
    • FIGURE 12 NEUROMORPHIC COMPUTING MARKET IN ASIA PACIFIC TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD
  • 3.1 IMPACT ANALYSIS OF COVID-19 ON NEUROMORPHIC COMPUTING MARKET
    • FIGURE 13 NEUROMORPHIC COMPUTING MARKET SIZE IN OPTIMISTIC, PESSIMISTIC, AND REALISTIC SCENARIOS
    • TABLE 3 NEUROMORPHIC MARKET, BY SCENARIO, 2018-2026 (USD THOUSAND)
    • 3.1.1 OPTIMISTIC SCENARIO
    • 3.1.2 REALISTIC SCENARIO
    • 3.1.3 PESSIMISTIC SCENARIO

4 PREMIUM INSIGHTS

  • 4.1 ATTRACTIVE OPPORTUNITIES IN NEUROMORPHIC COMPUTING MARKET
    • FIGURE 14 NEUROMORPHIC COMPUTING MARKET TO WITNESS SIGNIFICANT GROWTH BETWEEN 2021 AND 2026
  • 4.2 NEUROMORPHIC COMPUTING MARKET, BY OFFERING
    • FIGURE 15 HARDWARE IS EXPECTED TO DOMINATE NEUROMORPHIC COMPUTING MARKET BETWEEN 2021 AND 2026
  • 4.3 NEUROMORPHIC COMPUTING MARKET, BY APPLICATION
    • FIGURE 16 IMAGE RECOGNITION EXPECTED TO HOLD LARGEST SHARE OF NEUROMORPHIC COMPUTING MARKET BY 2026
  • 4.4 NEUROMORPHIC COMPUTING MARKET, BY INDUSTRY
    • FIGURE 17 AEROSPACE, MILITARY & DEFENSE TO HOLD LARGEST SHARE OF NEUROMORPHIC COMPUTING MARKET BY 2026
  • 4.5 NEUROMORPHIC COMPUTING MARKET, BY REGION (2021)
    • FIGURE 18 NORTH AMERICA IS LIKELY TO HOLD LARGEST SHARE OF NEUROMORPHIC COMPUTING MARKET BETWEEN 2021 AND 2026

5 MARKET OVERVIEW

  • 5.1 INTRODUCTION
  • 5.2 EVOLUTION
    • FIGURE 19 ARCHITECTURAL DIFFERENCE: VON NEUMANN VS. NEURAL NETWORK
    • FIGURE 20 BIOLOGICAL INSPIRATION OF NEUROMORPHIC DESIGN BY CARVER MEAD IN 1990
  • 5.3 MARKET DYNAMICS
    • FIGURE 21 NEUROMORPHIC COMPUTING: MARKET DYNAMICS
    • 5.3.1 DRIVERS
      • 5.3.1.1 New ways of computation possible due to end of Moore's Law
    • FIGURE 22 COST PER TRANSISTOR FOR A SINGLE IC CHIP HAS INCREASED AFTER LAUNCH OF 28NM SEMICONDUCTOR DEVICE FABRICATION TECHNOLOGY
      • 5.3.1.2 Need for better-performing ICs
      • 5.3.1.3 Increase in demand for artificial intelligence and machine learning
    • FIGURE 23 MACHINE-TO-MACHINE CONNECTIONS MARKET, 2014-2026
    • FIGURE 24 ARTIFICIAL INTELLIGENCE MARKET, 2014-2026 (USD MILLION)
      • 5.3.1.4 Cross-industry partnerships and collaborations
    • 5.3.2 RESTRAINTS
      • 5.3.2.1 Lack of R&D and investments is slowing down development of real-world applications
      • 5.3.2.2 Complex algorithms increase complexity of designing hardware of neuromorphic chips
      • 5.3.2.3 Lack of knowledge about neuromorphic computing
    • 5.3.3 OPPORTUNITIES
      • 5.3.3.1 Emerging applications pertaining to automation
    • FIGURE 25 MACHINE LEARNING MARKET, 2014-2026 (USD MILLION)
      • 5.3.3.2 Adoption of neuromorphic computing for security purposes
      • 5.3.3.3 Growing potential of AI and neuromorphic computing in medical science and medical imaging
    • 5.3.4 CHALLENGES
      • 5.3.4.1 Applications dependent on software compatibility of neural hardware
    • TABLE 4 SOFTWARE COMPARISON: CONVENTIONAL VS NEUROMORPHIC CHIPS
      • 5.3.4.2 Matching a human's flexibility and ability to learn from unstructured stimuli data
  • 5.4 VALUE CHAIN ANALYSIS
    • FIGURE 26 DESIGN AND FABRICATION, TESTING, AND PACKAGING PHASES CONTRIBUTE MAJOR VALUE TO NEUROMORPHIC COMPUTING MARKET
    • 5.4.1 CORE INDUSTRY SEGMENTS
      • 5.4.1.1 Research and product development
      • 5.4.1.2 Design
      • 5.4.1.3 Fabrication, packaging, and testing
      • 5.4.1.4 Manufacturing and assembly
      • 5.4.1.5 Marketing and sales
      • 5.4.1.6 End users
  • 5.5 PORTER'S FIVE FORCES ANALYSIS OF NEUROMORPHIC COMPUTING MARKET, 2021
    • FIGURE 27 OVERVIEW OF PORTER'S FIVE FORCES ANALYSIS FOR NEUROMORPHIC COMPUTING MARKET (2021)
    • FIGURE 28 NEUROMORPHIC COMPUTING MARKET: PORTER'S FIVE FORCES ANALYSIS
    • TABLE 5 IMPACT OF PORTER'S FIVE FORCE ON NEUROMORPHIC COMPUTING MARKET
    • 5.5.1 BARGAINING POWER OF SUPPLIERS
    • FIGURE 29 MEDIUM IMPACT OF BARGAINING POWER OF SUPPLIERS ON NEUROMORPHIC COMPUTING MARKET
    • 5.5.2 BARGAINING POWER OF BUYERS
    • FIGURE 30 LOW IMPACT OF BARGAINING POWER OF BUYERS ON NEUROMORPHIC COMPUTING MARKET
    • 5.5.3 THREAT OF SUBSTITUTES
    • FIGURE 31 MEDIUM IMPACT OF THREAT OF SUBSTITUTES ON NEUROMORPHIC COMPUTING MARKET
    • 5.5.4 THREAT OF NEW ENTRANTS
    • FIGURE 32 LOW IMPACT OF THREAT OF NEW ENTRANTS ON NEUROMORPHIC COMPUTING MARKET
    • 5.5.5 DEGREE OF COMPETITION
    • FIGURE 33 HIGH IMPACT OF DEGREE OF COMPETITION ON NEUROMORPHIC COMPUTING MARKET
  • 5.6 MARKET ECOSYSTEM
    • TABLE 6 NEUROMORPHIC COMPUTING MARKET ECOSYSTEM
    • FIGURE 34 NEUROMORPHIC COMPUTING MARKET ECOSYSTEM
  • 5.7 USE CASE ANALYSIS
    • 5.7.1 INTEL'S POHOIKI'S SPRINGS SYSTEM SHOWED HOW A NEUROMORPHIC CHIP CAN PICK OUT SMELLS WITH A SMALL TRAINING SAMPLE
    • 5.7.2 IBM LAUNCHED TRUENORTH SYNAPSE NEUROMORPHIC INTEGRATED CHIP HAVING 256 PROGRAMMABLE NEURONS
    • 5.7.3 BRAINCHIP INC DEVELOPED A HARDWARE VERSION OF BIOLOGICAL NEURON
    • 5.7.4 APPLIED BRAIN RESEARCH STUDIED ENERGY-EFFICIENCY OF NENGO DEEP LEARNING TOOLKIT
    • 5.7.5 NEUROMORPHIC TECHNOLOGY USED TO MAKE EFFICIENT ARTIFICIAL INTELLIGENCE ONBOARD FOR SELF-DRIVING AND SELF-PARKING IN AUTOMOBILES
  • 5.8 INDUSTRY TRENDS
    • FIGURE 35 EMERGING TRENDS IN NEUROMORPHIC COMPUTING MARKET
  • 5.9 PRICING ANALYSIS
    • FIGURE 36 AVERAGE SELLING PRICE OF NEUROMORPHIC CHIPS
  • 5.10 PATENTS ANALYSIS
    • TABLE 7 IMPORTANT PATENTS RELATED TO NEUROMORPHIC COMPUTING SOLUTIONS
  • 5.11 TRADE ANALYSIS
    • TABLE 8 EXPORTS DATA, BY COUNTRY, 2015-2019 (USD MILLION)
    • FIGURE 37 EXPORTS DATA FOR HS CODE 854231 FOR TOP FIVE COUNTRIES IN NEUROMORPHIC COMPUTING MARKET, 2015-2019 (THOUSAND UNITS)
    • TABLE 9 IMPORTS DATA, BY COUNTRY, 2015-2019 (USD MILLION)
    • FIGURE 38 IMPORTS DATA FOR HS CODE 854231 FOR TOP FIVE COUNTRIES IN NEUROMORPHIC COMPUTING MARKET, 2015-2019 (THOUSAND UNITS)

6 NEUROMORPHIC COMPUTING MARKET, BY OFFERING

  • 6.1 INTRODUCTION
    • FIGURE 39 NEUROMORPHIC COMPUTING MARKET, BY OFFERING
    • FIGURE 40 NEUROMORPHIC COMPUTING HARDWARE MARKET TO GROW AT A HIGHER RATE BETWEEN 2021 AND 2026
    • TABLE 10 NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2018-2020 (USD THOUSAND)
    • TABLE 11 NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2021-2026 (USD THOUSAND)
  • 6.2 HARDWARE
    • 6.2.1 HIGH PARALLEL PROCESSING CAPABILITIES AND IMPROVED COMPUTING POWER HAVE RESULTED IN ADOPTION OF PROCESSORS
    • FIGURE 41 NEUROMORPHIC COMPUTING HARDWARE CHIP MARKET, 2018-2026 (THOUSAND UNITS)
    • TABLE 12 NEUROMORPHIC COMPUTING HARDWARE CHIP MARKET, 2018-2020 (THOUSAND UNITS)
    • TABLE 13 NEUROMORPHIC COMPUTING HARDWARE CHIP MARKET, 2021-2026 (THOUSAND UNITS)
  • 6.3 SOFTWARE
    • 6.3.1 SOFTWARE ARE TIME-BASED LEARNING ALGORITHMS THAT COMPLEMENT NEUROMORPHIC CHIPS BY STORING AND RECALLING SPATIAL AND TEMPORAL PATTERNS.

7 NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT

  • 7.1 INTRODUCTION
    • FIGURE 42 NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT
    • FIGURE 43 EDGE COMPUTING SEGMENT TO ACCOUNT FOR LARGER MARKET SHARE BY 2026
    • TABLE 14 NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT, 2018-2020 (USD THOUSAND)
    • TABLE 15 NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT, 2021-2026 (USD THOUSAND)
  • 7.2 EDGE COMPUTING
    • 7.2.1 NEUROMORPHIC DEPLOYMENT AT EDGE IS BEST SUITED FOR LOW-POWER AND LOW-LATENCY APPLICATIONS, AND ON-DEVICE ADAPTATION
  • 7.3 CLOUD COMPUTING
    • 7.3.1 CLOUD COMPUTING INVOLVES DECENTRALIZED APPLICATIONS RUNNING IN DATA CENTERS

8 NEUROMORPHIC COMPUTING MARKET, BY APPLICATION

  • 8.1 INTRODUCTION
    • FIGURE 44 NEUROMORPHIC COMPUTING MARKET, BY APPLICATION
    • FIGURE 45 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING APPLICATION TO GROW AT HIGHEST CAGR BETWEEN 2021 AND 2026
    • TABLE 16 NEUROMORPHIC COMPUTING MARKET, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 17 NEUROMORPHIC COMPUTING MARKET, BY APPLICATION, 2021-2026 (USD THOUSAND)
  • 8.2 IMAGE RECOGNITION
    • TABLE 18 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY APPLICATION TYPE, 2018-2020 (USD THOUSAND)
    • TABLE 19 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY APPLICATION TYPE, 2021-2026 (USD THOUSAND)
    • TABLE 20 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY OFFERING, 2018-2020 (USD THOUSAND)
    • TABLE 21 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY OFFERING, 2021-2026 (USD THOUSAND)
    • TABLE 22 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY INDUSTRY, 2018-2020 (USD THOUSAND)
    • TABLE 23 NEUROMORPHIC COMPUTING MARKET FOR IMAGE RECOGNITION, BY INDUSTRY, 2021-2026 (USD THOUSAND)
  • 8.3 SIGNAL RECOGNITION
    • TABLE 24 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION, BY APPLICATION TYPE, 2018-2020 (USD THOUSAND)
    • TABLE 25 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION, BY APPLICATION TYPE, 2021-2026 (USD THOUSAND)
    • TABLE 26 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION, BY OFFERING, 2018-2020 (USD THOUSAND)
    • TABLE 27 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION, BY OFFERING, 2021-2026 (USD THOUSAND)
    • TABLE 28 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION, BY INDUSTRY, 2018-2020 (USD THOUSAND)
    • TABLE 29 NEUROMORPHIC COMPUTING MARKET FOR SIGNAL RECOGNITION , BY INDUSTRY, 2021-2026 (USD THOUSAND)
  • 8.4 DATA MINING
    • TABLE 30 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY APPLICATION TYPE, 2018-2020 (USD THOUSAND)
    • TABLE 31 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY APPLICATION TYPE, 2021-2026 (USD THOUSAND)
    • TABLE 32 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY OFFERING, 2018-2020 (USD THOUSAND)
    • TABLE 33 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY OFFERING, 2021-2026 (USD THOUSAND)
    • TABLE 34 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY INDUSTRY, 2018-2020 (USD THOUSAND)
    • TABLE 35 NEUROMORPHIC COMPUTING MARKET FOR DATA MINING, BY INDUSTRY, 2021-2026 (USD THOUSAND)

9 NEUROMORPHIC COMPUTING MARKET, BY VERTICAL

  • 9.1 INTRODUCTION
    • FIGURE 46 NEUROMORPHIC COMPUTING MARKET, BY VERTICAL
    • FIGURE 47 AEROSPACE, MILITARY & DEFENSE VERTICAL TO HOLD LARGEST SHARE OF NEUROMORPHIC COMPUTING MARKET BETWEEN 2021 AND 2026
    • TABLE 36 NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 37 NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2021-2026 (USD THOUSAND)
  • 9.2 AEROSPACE, MILITARY & DEFENSE
    • 9.2.1 GROWING USE OF NEUROMORPHIC CHIPS IN PROCESSING OF BATTLEFIELD DATA TO DRIVE GROWTH OF MARKET
    • TABLE 38 NEUROMORPHIC COMPUTING MARKET FOR AEROSPACE MILITARY & DEFENSE VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 39 NEUROMORPHIC COMPUTING MARKET FOR AEROSPACE, MILITARY & DEFENSE VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 40 NEUROMORPHIC COMPUTING MARKET FOR AEROSPACE, MILITARY & DEFENSE VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 41 NEUROMORPHIC COMPUTING MARKET FOR AEROSPACE, MILITARY & DEFENSE VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.3 AUTOMOTIVE
    • 9.3.1 AUTOMATED DRIVING USING AI IS TRENDING IN AUTOMOTIVE VERTICAL
      • 9.3.1.1 Advanced driver assistance system (ADAS)
      • 9.3.1.2 Autonomous vehicle
    • TABLE 42 NEUROMORPHIC COMPUTING MARKET FOR AUTOMOTIVE VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 43 NEUROMORPHIC COMPUTING MARKET FOR AUTOMOTIVE VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 44 NEUROMORPHIC COMPUTING MARKET FOR AUTOMOTIVE VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 45 NEUROMORPHIC COMPUTING MARKET FOR AUTOMOTIVE VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.4 CONSUMER ELECTRONICS
    • 9.4.1 REAL-TIME APPLICATIONS IN CONSUMER DRONES AND SMART HOMES ARE DRIVING GROWTH OF NEUROMORPHIC COMPUTING MARKET FOR CONSUMER ELECTRONICS VERTICAL
      • 9.4.1.1 Consumer drones and smart homes
    • TABLE 46 NEUROMORPHIC COMPUTING MARKET FOR CONSUMER ELECTRONICS VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 47 NEUROMORPHIC COMPUTING MARKET FOR CONSUMER ELECTRONICS VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 48 NEUROMORPHIC COMPUTING MARKET FOR CONSUMER ELECTRONICS VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 49 NEUROMORPHIC COMPUTING MARKET FOR CONSUMER ELECTRONICS VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.5 INDUSTRIAL
    • 9.5.1 BENEFITS ASSOCIATED WITH NEUROMORPHIC COMPUTING IN DESIGNING AND PLANNING STAGES OF MANUFACTURING PROCESSES TO BOOST MARKET GROWTH
      • 9.5.1.1 Machine vision
      • 9.5.1.2 Manufacturing
    • TABLE 50 NEUROMORPHIC COMPUTING MARKET FOR INDUSTRIAL VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 51 NEUROMORPHIC COMPUTING MARKET FOR INDUSTRIAL VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 52 NEUROMORPHIC COMPUTING MARKET FOR INDUSTRIAL VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 53 NEUROMORPHIC COMPUTING MARKET FOR INDUSTRIAL VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.6 MEDICAL
    • 9.6.1 INCREASING PATIENT DATA IS FUELING ADOPTION RATE OF NEUROMORPHIC COMPUTING IN MEDICAL VERTICAL
      • 9.6.1.1 Diagnostic imaging
      • 9.6.1.2 Physical simulation and computation biology
    • TABLE 54 NEUROMORPHIC COMPUTING MARKET FOR MEDICAL VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 55 NEUROMORPHIC COMPUTING MARKET FOR MEDICAL VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 56 NEUROMORPHIC COMPUTING MARKET FOR MEDICAL VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 57 NEUROMORPHIC COMPUTING MARKET FOR MEDICAL VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.7 IT & TELECOMMUNICATION
    • 9.7.1 GROWING USE OF NEUROMORPHIC COMPUTING IN APPLICATIONS SUCH AS IMAGE RECOGNITION, DATA MINING, AND DATA ANALYTICS TO DRIVE GROWTH OF IT & TELECOMMUNICATION VERTICAL
      • 9.7.1.1 Enterprise content management
      • 9.7.1.2 Intelligent character recognition
    • TABLE 58 NEUROMORPHIC COMPUTING MARKET FOR IT & TELECOMMUNICATION VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 59 NEUROMORPHIC COMPUTING MARKET FOR IT & TELECOMMUNICATION VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 60 NEUROMORPHIC COMPUTING MARKET FOR IT & TELECOMMUNICATION VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 61 NEUROMORPHIC COMPUTING MARKET FOR IT & TELECOMMUNICATION VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)
  • 9.8 OTHERS
    • TABLE 62 NEUROMORPHIC COMPUTING MARKET FOR OTHERS VERTICAL, BY APPLICATION, 2018-2020 (USD THOUSAND)
    • TABLE 63 NEUROMORPHIC COMPUTING MARKET FOR OTHERS VERTICAL, BY APPLICATION, 2021-2026 (USD THOUSAND)
    • TABLE 64 NEUROMORPHIC COMPUTING MARKET FOR OTHERS VERTICAL, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 65 NEUROMORPHIC COMPUTING MARKET FOR OTHERS VERTICAL, BY REGION, 2021-2026 (USD THOUSAND)

10 GEOGRAPHIC ANALYSIS

  • 10.1 INTRODUCTION
    • FIGURE 48 GEOGRAPHIC SNAPSHOT: INDIA, CHINA, CANADA, MEXICO, AND FRANCE TO WITNESS HIGHEST GROWTH FROM 2021 TO 2026
    • FIGURE 49 NEUROMORPHIC COMPUTING MARKET IN APAC TO GROW AT HIGHEST CAGR FROM 2020 TO 2026
    • TABLE 66 NEUROMORPHIC COMPUTING MARKET, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 67 NEUROMORPHIC COMPUTING MARKET, BY REGION, 2021-2026 (USD THOUSAND)
  • 10.2 NORTH AMERICA
    • FIGURE 50 SNAPSHOT OF NEUROMORPHIC COMPUTING MARKET IN NORTH AMERICA
    • TABLE 68 NEUROMORPHIC COMPUTING MARKET IN NORTH AMERICA, BY COUNTRY, 2018-2020 (USD THOUSAND)
    • TABLE 69 NEUROMORPHIC COMPUTING MARKET IN NORTH AMERICA, BY COUNTRY, 2021-2026 (USD THOUSAND)
    • TABLE 70 NEUROMORPHIC COMPUTING MARKET IN NORTH AMERICA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 71 NEUROMORPHIC COMPUTING MARKET IN NORTH AMERICA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.2.1 US
      • 10.2.1.1 US leads in terms of adoption of neuromorphic computing in various end-user industries
    • TABLE 72 NEUROMORPHIC COMPUTING MARKET IN US, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 73 NEUROMORPHIC COMPUTING MARKET IN US, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.2.2 CANADA
      • 10.2.2.1 Government funding and extensive startup activities, especially in AI, are supporting growth of AI in Canada
    • TABLE 74 NEUROMORPHIC COMPUTING MARKET IN CANADA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 75 NEUROMORPHIC COMPUTING MARKET IN CANADA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.2.3 MEXICO
      • 10.2.3.1 Increase in productivity and reduction in cost are leading to adoption of neuromorphic computing in various end-use industries in Mexico
    • TABLE 76 NEUROMORPHIC COMPUTING MARKET IN MEXICO, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 77 NEUROMORPHIC COMPUTING MARKET IN MEXICO, BY VERTICAL, 2021-2026 (USD THOUSAND)
  • 10.3 EUROPE
    • FIGURE 51 SNAPSHOT OF NEUROMORPHIC COMPUTING MARKET IN EUROPE
    • TABLE 78 NEUROMORPHIC COMPUTING MARKET IN EUROPE, BY COUNTRY, 2018-2020 (USD THOUSAND)
    • TABLE 79 NEUROMORPHIC COMPUTING MARKET IN EUROPE, BY COUNTRY, 2021-2026 (USD THOUSAND)
    • TABLE 80 NEUROMORPHIC COMPUTING MARKET IN EUROPE, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 81 NEUROMORPHIC COMPUTING MARKET IN EUROPE, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.1 GERMANY
      • 10.3.1.1 Medical and automotive industries are attractive markets for neuromorphic computing in Germany
    • TABLE 82 NEUROMORPHIC COMPUTING MARKET IN GERMANY, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 83 EUROMORPHIC COMPUTING MARKET IN GERMANY, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.2 UK
      • 10.3.2.1 Aerospace, military & defense, IT & telecom, and automotive are major verticals for neuromorphic computing in UK
    • TABLE 84 NEUROMORPHIC COMPUTING MARKET IN UK, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 85 NEUROMORPHIC COMPUTING MARKET IN UK, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.3 FRANCE
      • 10.3.3.1 Increasing funding and rising number of AI startups are expected to boost penetration of AI in France
    • TABLE 86 NEUROMORPHIC COMPUTING MARKET IN FRANCE, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 87 NEUROMORPHIC COMPUTING MARKET IN FRANCE, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.4 ITALY
      • 10.3.4.1 Automotive vertical is driving adoption of AI in Italy
    • TABLE 88 NEUROMORPHIC COMPUTING MARKET IN ITALY, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 89 NEUROMORPHIC COMPUTING MARKET IN ITALY, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.5 SPAIN
      • 10.3.5.1 Automotive vertical is expected to contribute significantly to neuromorphic computing market in Spain
    • TABLE 90 NEUROMORPHIC COMPUTING MARKET IN SPAIN, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 91 NEUROMORPHIC COMPUTING MARKET IN SPAIN, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.3.6 REST OF EUROPE
    • TABLE 92 NEUROMORPHIC COMPUTING MARKET IN REST OF EUROPE, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 93 NEUROMORPHIC COMPUTING MARKET IN REST OF EUROPE, BY VERTICAL, 2021-2026 (USD THOUSAND)
  • 10.4 APAC
    • FIGURE 52 SNAPSHOT OF NEUROMORPHIC COMPUTING MARKET IN ASIA PACIFIC
    • TABLE 94 NEUROMORPHIC COMPUTING MARKET IN APAC, BY COUNTRY, 2018-2020 (USD THOUSAND)
    • TABLE 95 NEUROMORPHIC COMPUTING MARKET IN APAC, BY COUNTRY, 2021-2026 (USD THOUSAND)
    • TABLE 96 NEUROMORPHIC COMPUTING MARKET IN APAC, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 97 NEUROMORPHIC COMPUTING MARKET IN APAC, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.4.1 CHINA
      • 10.4.1.1 China is largest market globally for image recognition and signal recognition applications
    • TABLE 98 NEUROMORPHIC COMPUTING MARKET IN CHINA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 99 NEUROMORPHIC COMPUTING MARKET IN CHINA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.4.2 JAPAN
      • 10.4.2.1 Aerospace, military & defense and IT & telecom are key industries in Japan for neuromorphic computing market
    • TABLE 100 NEUROMORPHIC COMPUTING MARKET IN JAPAN, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 101 NEUROMORPHIC COMPUTING MARKET IN JAPAN, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.4.3 SOUTH KOREA
      • 10.4.3.1 South Korean economy is majorly driven by consumer electronics and automotive industries
    • TABLE 102 NEUROMORPHIC COMPUTING MARKET IN SOUTH KOREA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 103 NEUROMORPHIC COMPUTING MARKET IN SOUTH KOREA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.4.4 INDIA
      • 10.4.4.1 Potential market for neuromorphic computing with rapid progression toward becoming a manufacturing hub
    • TABLE 104 NEUROMORPHIC COMPUTING MARKET IN INDIA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 105 NEUROMORPHIC COMPUTING MARKET IN INDIA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.4.5 REST OF APAC
    • TABLE 106 NEUROMORPHIC COMPUTING MARKET IN REST OF APAC, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 107 NEUROMORPHIC COMPUTING MARKET IN REST OF APAC, BY VERTICAL, 2021-2026 (USD THOUSAND)
  • 10.5 ROW
    • TABLE 108 NEUROMORPHIC COMPUTING MARKET IN ROW, BY REGION, 2018-2020 (USD THOUSAND)
    • TABLE 109 NEUROMORPHIC COMPUTING MARKET IN ROW, BY REGION, 2021-2026 (USD THOUSAND)
    • TABLE 110 NEUROMORPHIC COMPUTING MARKET IN ROW, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 111 NEUROMORPHIC COMPUTING MARKET IN ROW, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.5.1 MIDDLE EAST & AFRICA
      • 10.5.1.1 Countries such as South Africa and UAE are contributing to growth of neuromorphic computing market in MEA
    • TABLE 112 NEUROMORPHIC COMPUTING MARKET IN MIDDLE EAST & AFRICA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 113 NEUROMORPHIC COMPUTING MARKET IN MIDDLE EAST & AFRICA, BY VERTICAL, 2021-2026 (USD THOUSAND)
    • 10.5.2 SOUTH AMERICA
      • 10.5.2.1 Increasing adoption of image and signal recognition applications for security and surveillance purposes is driving market growth in South America
    • TABLE 114 NEUROMORPHIC COMPUTING MARKET IN IN SOUTH AMERICA, BY VERTICAL, 2018-2020 (USD THOUSAND)
    • TABLE 115 NEUROMORPHIC COMPUTING MARKET IN IN SOUTH AMERICA, BY VERTICAL, 2021-2026 (USD THOUSAND)

11 COMPETITIVE LANDSCAPE

  • 11.1 OVERVIEW
  • 11.2 REVENUE ANALYSIS FOR NEUROMORPHIC COMPUTING MARKET, 2020
    • TABLE 116 TOP FIVE PLAYERS IN NEUROMORPHIC COMPUTING MARKET, 2016-2020 (USD BILLION)
  • 11.3 MARKET SHARE ANALYSIS, 2020
    • FIGURE 53 SHARE OF MAJOR PLAYERS IN NEUROMORPHIC COMPUTING MARKET, 2020
    • TABLE 117 NEUROMORPHIC COMPUTING MARKET: MARKET SHARE ANALYSIS (2020)
  • 11.4 RANKING OF KEY PLAYERS IN NEUROMORPHIC COMPUTING MARKET
    • FIGURE 54 NEUROMORPHIC COMPUTING MARKET: RANKING OF KEY PLAYERS, 2020
  • 11.5 COMPANY EVALUATION QUADRANT
    • 11.5.1 STAR
    • 11.5.2 PERVASIVE
    • 11.5.3 EMERGING LEADER
    • 11.5.4 PARTICIPANT
    • FIGURE 55 NEUROMORPHIC COMPUTING MARKET: COMPANY EVALUATION QUADRANT, 2020
  • 11.6 STARTUP/SME EVALUATION QUADRANT
    • 11.6.1 PROGRESSIVE COMPANY
    • 11.6.2 RESPONSIVE COMPANY
    • 11.6.3 DYNAMIC COMPANY
    • 11.6.4 STARTING BLOCK
    • FIGURE 56 NEUROMORPHIC COMPUTING MARKET: STARTUP/SME EVALUATION QUADRANT, 2020
  • 11.7 NEUROMORPHIC COMPUTING MARKET: COMPANY FOOTPRINT
    • TABLE 118 FOOTPRINT OF COMPANIES
    • TABLE 119 APPLICATION FOOTPRINT OF COMPANIES
    • TABLE 120 PRODUCT FOOTPRINT OF COMPANIES
    • TABLE 121 REGIONAL FOOTPRINT OF COMPANIES
  • 11.8 COMPETITIVE SCENARIO
    • FIGURE 57 MARKET EVALUATION FRAMEWORK: PRODUCT LAUNCHES/DEVELOPMENTS, COLLABORATIONS, AND ACQUISITIONS WERE MAJORLY ADOPTED BY MARKET PLAYERS FROM 2017 TO 2021
  • 11.9 COMPETITIVE SITUATIONS AND TRENDS
    • 11.9.1 PRODUCT LAUNCHES
    • TABLE 122 NEUROMORPHIC COMPUTING MARKET: PRODUCT LAUNCHES, 2017-2021
    • 11.9.2 DEALS
    • TABLE 123 NEUROMORPHIC COMPUTING MARKET: DEALS, 2017-2021

12 COMPANY PROFILES

  • (Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats))**
  • 12.1 KEY PLAYERS
    • 12.1.1 INTEL CORPORATION
    • TABLE 124 INTEL CORPORATION: BUSINESS OVERVIEW
    • FIGURE 58 INTEL CORPORATION: COMPANY SNAPSHOT
    • 12.1.2 IBM CORPORATION
    • TABLE 125 IBM CORPORATION: BUSINESS OVERVIEW
    • FIGURE 59 IBM CORPORATION: COMPANY SNAPSHOT
    • 12.1.3 BRAINCHIP HOLDINGS LTD.
    • TABLE 126 BRAINCHIP HOLDINGS LTD: BUSINESS OVERVIEW
    • FIGURE 60 BRAINCHIP HOLDINGS LTD: COMPANY SNAPSHOT
    • 12.1.4 QUALCOMM
    • TABLE 127 QUALCOMM: BUSINESS OVERVIEW
    • FIGURE 61 QUALCOMM: COMPANY SNAPSHOT
    • 12.1.5 HEWLETT PACKARD ENTERPRISE
    • TABLE 128 HEWLETT PACKARD ENTERPRISE: BUSINESS OVERVIEW
    • FIGURE 62 HEWLETT PACKARD ENTERPRISE: COMPANY SNAPSHOT
    • 12.1.6 SAMSUNG ELECTRONICS LIMITED
    • TABLE 129 SAMSUNG ELECTRONICS LIMITED: BUSINESS OVERVIEW
    • FIGURE 63 SAMSUNG ELECTRONICS LIMITED: COMPANY SNAPSHOT
    • 12.1.7 HRL LABORATORIES, LLC
    • 12.1.8 GENERAL VISION INC.
    • 12.1.9 APPLIED BRAIN RESEARCH, INC.
    • 12.1.10 VICARIOUS
  • 12.2 OTHER COMPANIES
    • 12.2.1 NUMENTA
    • 12.2.2 ASPINITY INC
    • 12.2.3 BRAINCO, INC
    • 12.2.4 BITBRAIN TECHNOLOGIES
    • 12.2.5 HALO NEUROSCIENCE
    • 12.2.6 KERNEL
    • 12.2.7 NEXTMIND SRL
    • 12.2.8 COGNIXION
    • 12.2.9 NEUROPACE
    • 12.2.10 MINDMAZE
    • 12.2.11 INNATERA NANOSYSTEMS
    • 12.2.12 MEMCOMPUTING
    • 12.2.13 NATURAL INTELLIGENCE SYSTEMS
    • 12.2.14 CERYX MEDICAL
    • 12.2.15 KONIKU
  • *Details on Business Overview, Products Offered, Recent Developments, and MnM View (Key strengths/Right to Win, Strategic Choices Made, and Weaknesses and Competitive Threats) might not be captured in case of unlisted companies.

13 APPENDIX

  • 13.1 DISCUSSION GUIDE
  • 13.2 KNOWLEDGE STORE: MARKETSANDMARKETS' SUBSCRIPTION PORTAL
  • 13.3 AVAILABLE CUSTOMIZATIONS
  • 13.4 RELATED REPORTS
  • 13.5 AUTHOR DETAILS