뉴로모픽 컴퓨팅 시장 – 2030년까지 세계 예측

조사회사 : MarketsandMarkets (마켓츠앤마켓츠)   출판년월 : 2024년10월

Neuromorphic Computing Market – Global Forecast to 2030

뉴로모픽 컴퓨팅 시장 – 오퍼링(프로세서, 센서, 메모리, 소프트웨어), 배포(엣지, 클라우드), 용도 [이미지 및 비디오 처리, 자연 언어 처리(NLP), 센서 퓨전, 강화 학습] – 2030년까지 세계 예측

Neuromorphic Computing Market by Offering (Processor, Sensor, Memory, Software), Deployment (Edge, Cloud), Application (Image & Video Processing, Natural Language Processing (NLP), Sensor Fusion, Reinforcement Learning) – Global Forecast to 2030

　　　　주문/문의　　　　조사회사/라이센스/납기안내

Report Overview

The neuromorphic computing market is expected to be worth USD 28.5 million in 2024 and is estimated to reach USD 1,325.2 million by 2030, growing at a CAGR of 89.7% between 2024 and 2030.

뉴로모픽 컴퓨팅 시장은 2024년에 2,850만 달러 규모로 성장하고, 2030년에는 13억 2,520만 달러에 이를 것으로 예상되며, 2024년부터 2030년까지 연평균 성장률(CAGR) 89.7%로 성장할 것으로 예상됩니다.

시장 역학

MarketsandMarkets에서는 뉴로모픽 컴퓨팅의 시장 성장 촉진 요인과 저해 요인으로 다음을 들고 있습니다.

시장 성장 촉진 요인

• 실시간 데이터 처리 및 의사 결정 기능에 대한 수요 증가
• 인공지능(AI) 및 기계 학습(ML) 애플리케이션 성장
• 컴퓨팅 능력을 강화하기 위한 대안 접근법에 대한 수요

시장 성장 저해 요인

• R&D 투자 부족
• 복잡한 알고리즘

The demand for real-time data processing and decision-making capabilities in edge computing drives the adoption of neuromorphic computing. The increasing requirements to process real-time massive data for applications related to industrial automation, autonomous driving, and monitoring with a capability to make instantaneous decisions are making neuromorphic computing increasingly in demand. Moreover, the semiconductor industry is facing challenges in continuing to double the transistor count on ICs. The miniaturization of ICs faces issues such as current leakage, overheating, and other quantum mechanical effects, driving the urgent need for alternative approaches like neuromorphic technology to enhance computational power.

Software segment to exhibit highest CAGR of neuromorphic computing market during forecast period

Software segment is anticipated to hold the highest CAGR in the Neuromorphic computing market, as software allows live data streaming rather than static data, which makes them an attractive market for deep learning. Neuromorphic computing compares and analyses data and generates similar results if the new pattern matches the existing patterns. Similarly, for biometric pattern recognition, using neuromorphic computing has an advantage, as it gives real-time computation of patterns with high speed, accuracy, and low power consumption. The growing demand for edge devices and lot sensors underscores the importance of energy efficiency in computing systems. These applications often involve large numbers of sensors and devices that must operate efficiently with minimal energy consumption, due to their limited power resources and the need for prolonged battery life.  According to analysis by IoT Analytics, the number of IoT connections could exceed 29 billion, by 2027, due to growing dependence of various sectors on interconnected devices. These applications involves large number of sensors and devices which needs to operate efficiently along with minimal energy consumption, as they have limited power resources. These requirements are met by neuromorphic computing as it minimizes the energy-intensive data movement between the processing and memory, which was a limitation in traditional von neuman architectures, leading to rise in demand for neuromorphic software.

“Edge segment in deployment is expected to have the highest share during the forecast period.”

Edge segment is expected to hold highest share during the forecast period. Neuromorphic computing on edge can be used in various applications. For instance, IoT devices that connect to the Internet can benefit from running code on the device itself rather than on the cloud for more efficient user interactions. Similarly, autonomous vehicles that need to react in real time, without waiting for instructions from a server, can benefit from neuromorphic computing on edge. Medical monitoring devices that must respond in real time without waiting to hear from a cloud server would also benefit from the rapid response time of neuromorphic computing at the edge. Therefore, the increasing demand for real-time processing, low-latency responses, and energy-efficient solutions across industries like IoT, autonomous vehicles, and medical devices will drive the edge segment to dominate the neuromorphic computing market during the forecast period.

“Image and video processing/computer vision segment to hold the largest share during the forecast period.

Image and video processing/ computer vision holds major share in the neuromorphic computing malret. The rise of smart cities is propelling deployment of surveillance systems, thus increasing the need for real-time image analysis. According to the World Economic Forum, 1.3 million people are moving to cities every week around the globe, and by 2040, 65% of the world’s population will live in cities. Today, 60% of the world’s GDP comes from the 600 largest cities and these figures can be expected to expand as these cities grow and thrive. It is projected that up to 80% of further growth in developing regions will take place in urban centers. This rapid urbanization is going to lead to a force of requirement in neuromorphic computing concerning image and video processing because cities have no choice but to demand their sophisticated application for dealing with large amounts of visual data in the implementation of applications such as surveillance, traffic management, and infrastructure monitoring for safety and efficiency into crowded and complex environments.

“Market for Consumer electronics segment is projected to hold for largest share during the forecast timeline.”

Consumer electronics will witness a higher share during the forecast period because of its high demand for smart, efficient, and high-performance devices. The Neuromorphic computing sector has immense advantage due to ultra-low power consumption and exceptional processing capabilities, critical to powering the next generation of consumer electronics. One such feature that is still being incorporated with consumer electronics is AI-driven features. The most effective of these are an image and a speech recognition tool. These chips enable devices to process complex tasks locally, reducing reliance on cloud computing and enhancing user privacy and real-time performance.  For example, services such as Alexa and Siri that currently rely heavily on cloud computing will directly benefit from deployment of neuromorphic chips. That would make the latency low and make these AI assistants much more efficient.

“North America is expected to hold for largest share during the forecast timeline.”

North America will occupy the largest share during the forecast period due to the presence of prominent technology providers, such as IBM (US) and Intel Corporation (US), Qualcomm

Technologies, Inc. (US), Advanced Micro Devices, Inc. (US), Hewlett Packard Enterprise Development LP (US), OMNIVISION (US), contributes to the market’s growth in this region. These firms are researching and developing neuromorphic chips and AI solutions, leading the region into the innovation front in technology. Increased government spending over the years to address concerns over the security of critical infrastructures and sensitive data has resulted in the adoption of neuromorphic chipsets in security applications. High consumerization of personal care products, routine checkup medical tools, and wearable devices is boosting the adoption of neuromorphic computing devices in North America, thereby driving the growth of this market.

Extensive primary interviews were conducted with key industry experts in the neuromorphic computing market space to determine and verify the market size for various segments and subsegments gathered through secondary research. The break-up of primary participants for the report has been shown below:  The study contains insights from various industry experts, from component suppliers to Tier 1 companies and OEMs. The break-up of the primaries is as follows:

• By Company Type: Tier 1 – 15%, Tier 2 – 55%, and Tier 3 – 35%
• By Designation: C-level Executives – 45%, Directors – 25%, and Others – 30%
• By Region: North America – 35%, Europe – 30%, Asia Pacific – 25%, and RoW – 10%

The report profiles key players in the neuromorphic computing market with their respective market ranking analysis. Prominent players profiled in this report are Intel Corporation (US), IBM (US), Qualcomm Technologies, Inc. (US), Samsung Electronics Co., Ltd. (South Korea), Sony Corporation (Japan), BrainChip, Inc. (Australia), SynSense (China), MediaTek Inc. (Taiwan), NXP Semiconductors (Netherlands), Advanced Micro Devices, Inc. (US), Hewlett Packard Enterprise Development LP (US), OMNIVISION (US), among others.

Apart from this, Innatera Nanosystems BV (Netherlands), General Vision Inc. (US), Applied Brain Research, Inc. (Canada), Numenta (US), Aspinity (US), Natural Intelligence (US), GrAI Matter Labs (France), Prophesee.ai (France), Microchip Technology Inc. (US), MemComputing, Inc.  (US), Cognixion (US), Neuropixels (Belgium), SpiNNcloud Systems (Germany), POLYN Technology (Israel), are among a few emerging companies in the neuromorphic computing market.

Research Coverage: This research report categorizes the neuromorphic computing market based on 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 2030. Apart from these, the report also consists of leadership mapping and analysis of all the companies included in the neuromorphic computing ecosystem.

Key Benefits of Buying the Report The report will help the market leaders/new entrants in this market with information on the closest approximations of the revenue numbers for the overall neuromorphic computing market and the subsegments. This report will help stakeholders understand the competitive landscape and gain more insights to position their businesses better and plan suitable go-to-market strategies. The report also helps stakeholders understand the pulse of the market and provides them with information on key market drivers, restraints, challenges, and opportunities.

The report provides insights on the following pointers:

• Analysis of key drivers (expanding cyber threats; the surge in data generation necessitating robust and scalable security solutions capable of handling large volumes of sensitive information) influencing the growth of the neuromorphic computing market.
• Product Development/Innovation: Detailed insights on upcoming technologies, research & development activities, and new product & service launches in the neuromorphic computing market.
• Market Development: Comprehensive information about lucrative markets – the report analysis the neuromorphic computing market across varied regions
• Market Diversification: Exhaustive information about new products & services, untapped geographies, recent developments, and investments in the neuromorphic computing market

• Competitive Assessment: In-depth assessment of market shares, growth strategies, and service offerings of leading players like Intel Corporation (US), IBM (US), Qualcomm Technologies, Inc. (US), Samsung Electronics Co., Ltd. (South Korea), Sony Corporation (Japan), among others in the neuromorphic computing market.

Table of Contents

1            INTRODUCTION            23

1.1         STUDY OBJECTIVES      23

1.2         MARKET DEFINITION   23

1.3         STUDY SCOPE  24

1.3.1      MARKETS COVERED AND REGIONAL SCOPE     24

1.3.2      INCLUSIONS AND EXCLUSIONS 25

1.3.3      YEARS CONSIDERED     25

1.4         CURRENCY CONSIDERED          26

1.5         UNITS CONSIDERED     26

1.6         LIMITATIONS   26

1.7         STAKEHOLDERS            27

1.8         SUMMARY OF CHANGES            27

2            RESEARCH METHODOLOGY     28

2.1         RESEARCH DATA           28

2.1.1      SECONDARY DATA       29

2.1.1.1   List of major secondary sources       29

2.1.1.2   Key data from secondary sources     30

2.1.2      PRIMARY DATA 30

2.1.2.1   List of primary interview participants             31

2.1.2.2   Breakdown of primaries     31

2.1.2.3   Key data from primary sources         32

2.1.2.4   Key industry insights          33

2.1.3      SECONDARY AND PRIMARY RESEARCH 34

2.2         MARKET SIZE ESTIMATION       35

2.2.1      BOTTOM-UP APPROACH           37

2.2.1.1   Approach to estimate market size using bottom-up analysis

(demand side)     37

2.2.2      TOP-DOWN APPROACH             38

2.2.2.1   Approach to estimate market size using top-down analysis

(supply side)        38

2.3         MARKET BREAKDOWN AND DATA TRIANGULATION    39

2.4         RESEARCH ASSUMPTIONS         40

2.5         RISK ASSESSMENT         41

2.6         RESEARCH LIMITATIONS           41

3            EXECUTIVE SUMMARY 42

4            PREMIUM INSIGHTS      46

4.1         ATTRACTIVE OPPORTUNITIES FOR PLAYERS IN NEUROMORPHIC COMPUTING MARKET  46

4.2         NEUROMORPHIC COMPUTING MARKET, BY OFFERING             46

4.3         NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT      47

4.4         NEUROMORPHIC COMPUTING MARKET, BY APPLICATION       47

4.5         NEUROMORPHIC COMPUTING MARKET, BY VERTICAL 48

4.6         NEUROMORPHIC COMPUTING MARKET, BY COUNTRY 48

4.7         NEUROMORPHIC COMPUTING MARKET, BY REGION    49

5            MARKET OVERVIEW     50

5.1         INTRODUCTION            50

5.2         MARKET DYNAMICS     51

5.2.1      DRIVERS            51

5.2.1.1   Rising adoption of neuromorphic hardware   51

5.2.1.2   Need for alternative approaches to enhance computational power           52

5.2.1.3   Growing application of AI and ML   53

5.2.1.4   Increasing demand for real-time data processing and decision-making capabilities              53

5.2.2      RESTRAINTS     55

5.2.2.1   Lack of R&D investments  55

5.2.2.2   Complexity of algorithms   55

5.2.2.3   Shortage of educational resources and training opportunities     56

5.2.3      OPPORTUNITIES           57

5.2.3.1   Ability to withstand harsh conditions of space 57

5.2.3.2   Increasing adoption in healthcare sector        57

5.2.3.3   Ability to automate complex decision-making processes in cybersecurity operations           58

5.2.3.4   Integration of neuroplasticity into neuromorphic computing      59

5.2.4      CHALLENGES   60

5.2.4.1   Complications associated with software development  60

5.2.4.2   Complexities linked with developing computational models       60

5.3         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS       61

5.4         PRICING ANALYSIS        62

5.4.1      INDICATIVE PRICING OF KEY PLAYERS, BY OFFERING, 2023       62

5.4.2      AVERAGE SELLING PRICE TREND, BY REGION, 2020–2023           64

5.5         VALUE CHAIN ANALYSIS            67

5.6         ECOSYSTEM ANALYSIS 69

5.7         INVESTMENT AND FUNDING SCENARIO            70

5.8         TECHNOLOGY ANALYSIS           70

5.8.1      KEY TECHNOLOGIES    70

5.8.1.1   Convolutional neural networks        71

5.8.1.2   Recurrent neural networks 71

5.8.1.3   Spiking neural networks     71

5.8.1.4   Compute hardware            72

5.8.1.5   IBM TrueNorth   72

5.8.1.6   BrainChip’s Akida              72

5.8.1.7   Loihi 2   73

5.8.1.8   Speck     73

5.8.1.9   DynapCNN         73

5.8.1.10 Groq northstar     73

5.8.2      COMPLEMENTARY TECHNOLOGIES     74

5.8.2.1   Computational neuroscience           74

5.8.3      ADJACENT TECHNOLOGIES      74

5.8.3.1   AI and ML           74

5.9         PATENT ANALYSIS        75

5.10       TRADE ANALYSIS          80

5.10.1    IMPORT DATA (HS CODE 854231)           80

5.10.2    EXPORT DATA (HS CODE 854231)           81

5.11       KEY CONFERENCES AND EVENTS, 2024–2025     82

5.12       CASE STUDY ANALYSIS 84

5.12.1    INTEL LABS OFFERED LAVA NEUROMORPHIC FRAMEWORK TO CONCORDIA UNIVERSITY THAT OPTIMIZED HYPERPARAMETERS FOR LARGE SCALE PROBLEMS         84

5.12.2    INTEL LABS AND CORNELL UNIVERSITY COLLABORATED TO TRAIN INTEL’S LOIHI NEUROMORPHIC CHIP TO IDENTIFY HAZARDOUS CHEMICALS BASED ON THEIR SCENTS          84

5.12.3    TU/E AND NORTHWESTERN UNIVERSITY IMPLEMENTED NEUROMORPHIC BIOSENSORS CAPABLE OF ON-CHIP LEARNING THAT IMPROVED EFFICIENCY AND ACCURACY           85

5.13       REGULATORY LANDSCAPE       85

5.13.1    REGULATORY BODIES, GOVERNMENT AGENCIES, AND OTHER ORGANIZATIONS          85

5.13.2    REGULATORY STANDARDS       89

5.14       PORTER’S FIVE FORCES ANALYSIS         92

5.14.1    THREAT OF NEW ENTRANTS    93

5.14.2    THREAT OF SUBSTITUTES         93

5.14.3    BARGAINING POWER OF SUPPLIERS     93

5.14.4    BARGAINING POWER OF BUYERS           93

5.14.5    INTENSITY OF COMPETITIVE RIVALRY 93

5.15       KEY STAKEHOLDERS AND BUYING CRITERIA    94

5.15.1    KEY STAKEHOLDERS IN BUYING PROCESS         94

5.15.2    BUYING CRITERIA         95

6            NEUROMORPHIC COMPUTING MARKET, BY OFFERING             96

6.1         INTRODUCTION            97

6.2         PROCESSOR      98

6.2.1      RISING EMPHASIS ON BOOSTING ADOPTION OF ADAS TECHNOLOGIES TO DRIVE MARKET     98

6.3         MEMORY           100

6.3.1      HIGH EFFICIENCY AND LOW POWER CONSUMPTION TO FOSTER MARKET GROWTH        100

6.4         SENSOR             102

6.4.1      ABILITY TO DELIVER HIGH TEMPORAL RESOLUTIONS TO ACCELERATE DEMAND 102

6.5         SOFTWARE       104

6.5.1      GROWING DEMAND FOR EDGE DEVICES AND IOT SENSORS TO FUEL MARKET GROWTH        104

7            NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT      107

7.1         INTRODUCTION            108

7.2         EDGE   109

7.2.1      ABILITY TO HANDLE REAL-TIME DATA PROCESSING WITH LOW POWER REQUIREMENTS TO DRIVE MARKET     109

7.3         CLOUD 111

7.3.1      INCREASING COMPUTATIONAL NEEDS AND EMERGENCE OF CLOUD-NATIVE SOLUTIONS TO FUEL MARKET GROWTH          111

8            NEUROMORPHIC COMPUTING MARKET, BY APPLICATION       112

8.1         INTRODUCTION            113

8.2         IMAGE AND VIDEO PROCESSING/COMPUTER VISION   114

8.2.1      GROWING EMPHASIS ON DEVELOPING SMART CITIES TO BOOST DEMAND           114

8.3         NATURAL LANGUAGE PROCESSING (NLP)        116

8.3.1      INCREASING DEMAND FOR REAL-TIME AND EFFICIENT LANGUAGE PROCESSING TO DRIVE MARKET           116

8.4         SENSOR FUSION             118

8.4.1      EXPANDING ROBOTICS INDUSTRY TO OFFER LUCRATIVE GROWTH OPPORTUNITIES           118

8.5         OTHER APPLICATIONS 120

9            NEUROMORPHIC COMPUTING MARKET, BY VERTICAL 122

9.1         INTRODUCTION            123

9.2         CONSUMER ELECTRONICS        124

9.2.1      GROWING APPLICATION IN SMART HOMES AND SMARTPHONES TO DRIVE MARKET 124

9.3         AEROSPACE & DEFENSE             127

9.3.1      ABILITY TO ENHANCE SITUATIONAL AWARENESS AND TACTICAL DECISION-MAKING CAPABILITY TO FOSTER MARKET GROWTH            127

9.4         AUTOMOTIVE  129

9.4.1      INCREASING NEED TO PREVENT VEHICLE ACCIDENTS TO DRIVE MARKET            129

9.5         INDUSTRIAL     130

9.5.1      GROWING TREND OF INDUSTRY 4.0 TO ACCELERATE DEMAND              130

9.6         MEDICAL          132

9.6.1      RISING NEED FOR EXTENDED BATTERY LIFE IN IMPLANTABLE DEVICES TO BOOST DEMAND  132

9.7         IT & TELECOMMUNICATION    133

9.7.1      ROLLOUT OF 5G AND UPCOMING 6G NETWORK TO OFFER LUCRATIVE GROWTH OPPORTUNITIES             133

9.8         OTHER VERTICALS       135

10          END USES OF NEUROMORPHIC COMPUTING   137

10.1       INTRODUCTION            137

10.2       DRONES AND ROBOTICS           137

10.3       ADAS AND AUTONOMOUS VEHICLE     138

10.4       IOT       138

10.5       BRAIN-COMPUTER INTERFACE 139

10.6       OTHER END USES          140

11          NEUROMORPHIC COMPUTING MARKET, BY REGION    141

11.1       INTRODUCTION            142

11.2       NORTH AMERICA          143

11.2.1    MACROECONOMIC OUTLOOK FOR NORTH AMERICA   143

11.2.2    US         147

11.2.2.1 Government-led initiatives to boost neuromorphic architecture to drive market              147

11.2.3    CANADA            147

11.2.3.1 Rising emphasis on AI research to fuel market growth  147

11.2.4    MEXICO             148

11.2.4.1 Surging FDIs to offer lucrative growth opportunities   148

11.3       EUROPE             149

11.3.1    MACROECONOMIC OUTLOOK FOR EUROPE     149

11.3.2    UK         153

11.3.2.1 Rising emphasis on developing and deploying AI-driven solutions to boost demand              153

11.3.3    GERMANY         153

11.3.3.1 Increasing emphasis on digital innovation to drive market          153

11.3.4    FRANCE             154

11.3.4.1 Growing demand among high-tech industries to fuel market growth        154

11.3.5    ITALY   154

11.3.5.1 Growing emphasis on innovating advanced semiconductor technologies to accelerate demand             154

11.3.6    SPAIN   155

11.3.6.1 Presence of strong research institutions and innovation hubs to drive demand              155

11.3.7    REST OF EUROPE           155

11.4       ASIA PACIFIC    156

11.4.1    MACROECONOMIC OUTLOOK FOR ASIA PACIFIC          156

11.4.2    CHINA  160

11.4.2.1 Increasing focus on advancing AI and next-generation computing technologies to foster market growth          160

11.4.3    JAPAN  160

11.4.3.1 Increased adoption in robotics and automation systems to spur demand  160

11.4.4    SOUTH KOREA 161

11.4.4.1 Increasing focus on developing cutting-edge brain-inspired semiconductor technologies to offer lucrative growth opportunities     161

11.4.5    INDIA   162

11.4.5.1 Increasing initiatives to boost semiconductor sector to drive market         162

11.4.6    REST OF ASIA PACIFIC  162

11.5       ROW     163

11.5.1    MACROECONOMIC OUTLOOK FOR ROW           163

11.5.2    MIDDLE EAST  166

11.5.2.1 Development of smart cities to drive market  166

11.5.2.2 GCC countries     167

11.5.2.3 Rest of Middle East            168

11.5.3    AFRICA 168

11.5.3.1 Expanding data center infrastructure to boost demand 168

11.5.4    SOUTH AMERICA           169

11.5.4.1 Increasing demand for smart and miniaturized technology solutions to fuel market growth   169

12          COMPETITIVE LANDSCAPE       170

12.1       OVERVIEW        170

12.2       KEY PLAYER STRATEGIES/RIGHT TO WIN, 2020–2024     170

12.3       REVENUE ANALYSIS, 2019–2023 172

12.4       MARKET SHARE ANALYSIS, 2023             173

12.5       COMPANY VALUATION AND FINANCIAL METRICS, 2023             176

12.6       BRAND/PRODUCT COMPARISON          177

12.7       COMPANY EVALUATION MATRIX: KEY PLAYERS, 2023   178

12.7.1    STARS  178

12.7.2    EMERGING LEADERS    178

12.7.3    PERVASIVE PLAYERS     178

12.7.4    PARTICIPANTS 178

12.7.5    COMPANY FOOTPRINT: KEY PLAYERS, 2023      180

12.7.5.1 Company footprint            180

12.7.5.2 Region footprint  181

12.7.5.3 Offering footprint 182

12.7.5.4 Deployment footprint        183

12.7.5.5 Application footprint         184

12.7.5.6 Vertical footprint 185

12.8       COMPANY EVALUATION MATRIX: STARTUPS/SMES, 2023          186

12.8.1    PROGRESSIVE COMPANIES       186

12.8.2    RESPONSIVE COMPANIES          186

12.8.3    DYNAMIC COMPANIES 186

12.8.4    STARTING BLOCKS       186

12.8.5    COMPETITIVE BENCHMARKING: STARTUPS/SMES, 2023             188

12.8.5.1 Detailed list of key startups/SMEs   188

12.8.5.2 Competitive benchmarking of key startups/SMEs        189

12.9       COMPETITIVE SCENARIOS        190

12.9.1    PRODUCT LAUNCHES  190

12.9.2    DEALS  191

12.9.3    OTHER DEVELOPMENTS           192

13          COMPANY PROFILES    193

13.1       KEY PLAYERS   193

13.1.1    INTEL CORPORATION  193

13.1.1.1 Business overview 193

13.1.1.2 Products/Solutions/Services offered 194

13.1.1.3 Recent developments         195

13.1.1.3.1            Product launches 195

13.1.1.3.2            Deals     196

13.1.1.4 MnM view           197

13.1.1.4.1            Key strengths/Right to win 197

13.1.1.4.2            Strategic choices  197

13.1.1.4.3            Weaknesses/Competitive threats     197

13.1.2    IBM       198

13.1.2.1 Business overview 198

13.1.2.2 Products/Solutions/Services offered 199

13.1.2.3 Recent developments         200

13.1.2.3.1            Product launches 200

13.1.2.3.2            Deals     200

13.1.2.4 MnM view           201

13.1.2.4.1            Key strengths/Right to win 201

13.1.2.4.2            Strategic choices  201

13.1.2.4.3            Weaknesses/Competitive threats     201

13.1.3    QUALCOMM TECHNOLOGIES, INC.       202

13.1.3.1 Business overview 202

13.1.3.2 Products/Solutions/Services offered 204

13.1.3.3 Recent developments         204

13.1.3.3.1            Deals     204

13.1.3.3.2            Other developments          205

13.1.3.4 MnM view           205

13.1.3.4.1            Key strengths/Right to win 205

13.1.3.4.2            Strategic choices  205

13.1.3.4.3            Weaknesses/Competitive threats     205

13.1.4    SAMSUNG ELECTRONICS CO., LTD.       206

13.1.4.1 Business overview 206

13.1.4.2 Products/Solutions/Services offered 207

13.1.4.3 Recent developments         208

13.1.4.3.1            Product launches 208

13.1.4.3.2            Deals     208

13.1.4.4 MnM view           209

13.1.4.4.1            Key strengths/Right to win 209

13.1.4.4.2            Strategic choices  209

13.1.4.4.3            Weaknesses/Competitive threats     209

13.1.5    SONY CORPORATION   210

13.1.5.1 Business overview 210

13.1.5.2 Products/Solutions/Services offered 212

13.1.5.3 MnM view           212

13.1.5.3.1            Key strengths/Right to win 212

13.1.5.3.2            Strategic choices  212

13.1.5.3.3            Weaknesses/Competitive threats     212

13.1.6    BRAINCHIP, INC.            213

13.1.6.1 Business overview 213

13.1.6.2 Products/Solutions/Services offered 214

13.1.6.3 Recent developments         215

13.1.6.3.1            Product launches 215

13.1.6.3.2            Deals     215

13.1.6.3.3            Other developments          216

13.1.7    SYNSENSE         217

13.1.7.1 Business overview 217

13.1.7.2 Products/Solutions/Services offered 217

13.1.7.3 Recent developments         218

13.1.7.3.1            Product launches 218

13.1.7.3.2            Deals     219

13.1.8    MEDIATEK INC.              220

13.1.8.1 Business overview 220

13.1.8.2 Products/Solutions/Services offered 221

13.1.9    NXP SEMICONDUCTORS            222

13.1.9.1 Business overview 222

13.1.9.2 Products/Solutions/Services offered 223

13.1.9.3 Recent developments         224

13.1.9.3.1            Product launches 224

13.1.9.3.2            Deals     224

13.1.10  ADVANCED MICRO DEVICES, INC.         225

13.1.10.1             Business overview 225

13.1.10.2             Products/Solutions/Services offered 227

13.1.10.3             Recent developments         227

13.1.10.3.1          Product launches 227

13.1.10.3.2          Deals     228

13.1.11  HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP   229

13.1.11.1             Business overview 229

13.1.11.2             Products/Solutions/Services offered 230

13.1.11.3             Recent developments         231

13.1.11.3.1          Product launches 231

13.1.11.3.2          Deals     231

13.1.12  OMNIVISION     232

13.1.12.1             Business overview 232

13.1.12.2             Products/Solutions/Services offered 232

13.1.12.3             Recent developments         233

13.1.12.3.1          Product launches 233

13.1.12.3.2          Deals     233

13.2       OTHER PLAYERS           234

13.2.1    INNATERA NANOSYSTEMS BV  234

13.2.2    GENERAL VISION INC.   235

13.2.3    APPLIED BRAIN RESEARCH, INC.            236

13.2.4    NUMENTA         237

13.2.5    ASPINITY           238

13.2.6    NATURAL INTELLIGENCE         239

13.2.7    GRAI MATTER LABS      240

13.2.8    PROPHESEE.AI 241

13.2.9    MICROCHIP TECHNOLOGY INC.            242

13.2.10  MEMCOMPUTING, INC. 243

13.2.11  COGNIXION      244

13.2.12  NEUROPIXELS  245

13.2.13  SPINNCLOUD SYSTEMS 246

13.2.14  POLYN TECHNOLOGY 247

14          APPENDIX         248

14.1       DISCUSSION GUIDE      248

14.2       KNOWLEDGESTORE: MARKETSANDMARKETS’ SUBSCRIPTION PORTAL             252

14.3       CUSTOMIZATION OPTIONS      254

14.4       RELATED REPORTS       254

14.5       AUTHOR DETAILS         255

LIST OF TABLES

TABLE 1             NEUROMORPHIC COMPUTING MARKET: RISK ASSESSMENT              41

TABLE 2             INDICATIVE PRICING OF NEUROMORPHIC COMPUTING PRODUCTS OFFERED

BY KEY PLAYERS, 2023 (USD)     63

TABLE 3             INDICATIVE PRICING OF NEUROMORPHIC COMPUTING PRODUCTS, 2023 (USD) 63

TABLE 4             AVERAGE SELLING PRICE TREND OF NEUROMORPHIC PROCESSORS,

BY REGION, 2020–2023 (USD)     64

TABLE 5             AVERAGE SELLING PRICE TREND OF NEUROMORPHIC SENSORS,

BY REGION, 2020–2023 (USD)     65

TABLE 6             AVERAGE SELLING PRICE TREND OF NEUROMORPHIC MEMORY,

BY REGION, 2020–2023 (USD)     66

TABLE 7             ROLE OF KEY PLAYERS IN NEUROMORPHIC COMPUTING ECOSYSTEM     69

TABLE 8             PATENT REGISTRATIONS, 2024 75

TABLE 9             IMPORT DATA FOR HS CODE 847180-COMPLIANT PRODUCTS,

BY COUNTRY, 2019–2023 (USD MILLION)            81

TABLE 10           EXPORT DATA FOR HS CODE 847180-COMPLIANT PRODUCTS,

BY COUNTRY, 2019–2023 (USD MILLION)            82

TABLE 11           NEUROMORPHIC COMPUTING MARKET: KEY CONFERENCES AND EVENTS,

2024–2025          82

TABLE 12           NORTH AMERICA: REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS 85

TABLE 13           EUROPE: REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS 86

TABLE 14           ASIA PACIFIC: REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS 88

TABLE 15           ROW: REGULATORY BODIES, GOVERNMENT AGENCIES,

AND OTHER ORGANIZATIONS 89

TABLE 16           SAFETY STANDARDS FOR NEUROMORPHIC COMPUTING IN NORTH AMERICA          90

TABLE 17           SAFETY STANDARDS FOR NEUROMORPHIC COMPUTING IN EUROPE             90

TABLE 18           SAFETY STANDARDS FOR NEUROMORPHIC COMPUTING IN ASIA PACIFIC    91

TABLE 19           SAFETY STANDARDS FOR NEUROMORPHIC COMPUTING IN ROW     91

TABLE 20           NEUROMORPHIC COMPUTING MARKET: DEGREE OF COMPETITION 92

TABLE 21           INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR

TOP THREE VERTICALS (%)      94

TABLE 22           KEY BUYING CRITERIA FOR TOP THREE VERTICALS     95

TABLE 23           NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2020–2023 (USD MILLION)     97

TABLE 24           NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2024–2030 (USD MILLION)     98

TABLE 25           OFFERING: NEUROMORPHIC COMPUTING MARKET,

2020–2023 (THOUSAND UNITS) 98

TABLE 26           OFFERING: NEUROMORPHIC COMPUTING MARKET,

2024–2030 (THOUSAND UNITS) 98

TABLE 27           PROCESSOR: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2020–2023 (USD THOUSAND)             99

TABLE 28           PROCESSOR: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2024–2030 (USD THOUSAND)             99

TABLE 29           PROCESSOR: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 100

TABLE 30           PROCESSOR: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 100

TABLE 31           MEMORY: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2020–2023 (USD THOUSAND)             101

TABLE 32           MEMORY: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2024–2030 (USD THOUSAND)             101

TABLE 33           MEMORY: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 102

TABLE 34           MEMORY: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 102

TABLE 35           SENSOR: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2020–2023 (USD THOUSAND)             103

TABLE 36           SENSOR: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2024–2030 (USD THOUSAND)             103

TABLE 37           SENSOR: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 104

TABLE 38           SENSOR: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 104

TABLE 39           SOFTWARE: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2020–2023 (USD THOUSAND)             105

TABLE 40           SOFTWARE: NEUROMORPHIC COMPUTING MARKET,

BY DEPLOYMENT, 2024–2030 (USD THOUSAND)             105

TABLE 41           SOFTWARE: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 105

TABLE 42           SOFTWARE: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 106

TABLE 43           NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT,

2020–2023 (USD MILLION)          108

TABLE 44           NEUROMORPHIC COMPUTING MARKET, BY DEPLOYMENT,

2024–2030 (USD MILLION)          109

TABLE 45           EDGE: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2020–2023 (USD THOUSAND)     110

TABLE 46           EDGE: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2024–2030 (USD THOUSAND)     110

TABLE 47           CLOUD: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2020–2023 (USD THOUSAND)     111

TABLE 48           CLOUD: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2024–2030 (USD THOUSAND)     111

TABLE 49           NEUROMORPHIC COMPUTING MARKET, BY APPLICATION,

2020–2023 (USD THOUSAND)     113

TABLE 50           NEUROMORPHIC COMPUTING MARKET, BY APPLICATION,

2024–2030 (USD THOUSAND)     114

TABLE 51           IMAGE AND VIDEO PROCESSING/COMPUTER VISION: NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2020–2023 (USD THOUSAND)     114

TABLE 52           IMAGE AND VIDEO PROCESSING/COMPUTER VISION: NEUROMORPHIC COMPUTING MARKET, BY OFFERING, 2024–2030 (USD THOUSAND)     115

TABLE 53           IMAGE AND VIDEO PROCESSING/COMPUTER VISION: NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2020–2023 (USD THOUSAND)     115

TABLE 54           IMAGE AND VIDEO PROCESSING/COMPUTER VISION: NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2024–2030 (USD THOUSAND)     115

TABLE 55           NLP: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2020–2023 (USD THOUSAND)     116

TABLE 56           NLP: NEUROMORPHIC COMPUTING MARKET, BY OFFERING,

2024–2030 (USD THOUSAND)     117

TABLE 57           NLP: NEUROMORPHIC COMPUTING MARKET, BY VERTICAL,

2020–2023 (USD THOUSAND)     117

TABLE 58           NLP: NEUROMORPHIC COMPUTING MARKET, BY VERTICAL,

2024–2030 (USD THOUSAND)     117

TABLE 59           SENSOR FUSION: NEUROMORPHIC COMPUTING MARKET,

BY OFFERING, 2020–2023 (USD THOUSAND)      118

TABLE 60           SENSOR FUSION: NEUROMORPHIC COMPUTING MARKET,

BY OFFERING, 2024–2030 (USD THOUSAND)      118

TABLE 61           SENSOR FUSION: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2020–2023 (USD THOUSAND)       119

TABLE 62           SENSOR FUSION: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2024–2030 (USD THOUSAND)       119

TABLE 63           OTHER APPLICATIONS: NEUROMORPHIC COMPUTING MARKET,

BY OFFERING, 2020–2023 (USD THOUSAND)      120

TABLE 64           OTHER APPLICATIONS: NEUROMORPHIC COMPUTING MARKET,

BY OFFERING, 2024–2030 (USD THOUSAND)      120

TABLE 65           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

2020–2023 (USD THOUSAND)     121

TABLE 66           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

2024–2030 (USD THOUSAND)     121

TABLE 67           NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2020–2023 (USD MILLION)     124

TABLE 68           NEUROMORPHIC COMPUTING MARKET, BY VERTICAL, 2024–2030 (USD MILLION)     124

TABLE 69           CONSUMER ELECTRONICS: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 125

TABLE 70           CONSUMER ELECTRONICS: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 126

TABLE 71           CONSUMER ELECTRONICS: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2020–2023 (USD THOUSAND)           126

TABLE 72           CONSUMER ELECTRONICS: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           126

TABLE 73           AEROSPACE & DEFENSE: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 127

TABLE 74           AEROSPACE & DEFENSE: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 128

TABLE 75           AEROSPACE & DEFENSE: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2020–2023 (USD THOUSAND)           128

TABLE 76           AEROSPACE & DEFENSE: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           128

TABLE 77           AUTOMOTIVE: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 130

TABLE 78           AUTOMOTIVE: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           130

TABLE 79           INDUSTRIAL: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 131

TABLE 80           INDUSTRIAL: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 131

TABLE 81           INDUSTRIAL: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2020–2023 (USD THOUSAND)           131

TABLE 82           INDUSTRIAL: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           132

TABLE 83           MEDICAL: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 133

TABLE 84           MEDICAL: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           133

TABLE 85           IT & TELECOMMUNICATION: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2024–2030 (USD THOUSAND) 134

TABLE 86           IT & TELECOMMUNICATION: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           134

TABLE 87           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, 2020–2023 (USD THOUSAND) 135

TABLE 88           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

BY APPLICATION, BY COUNTRY, 2024–2030 (USD THOUSAND)  136

TABLE 89           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2020–2023 (USD THOUSAND)           136

TABLE 90           OTHER VERTICALS: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           136

TABLE 91           NEUROMORPHIC COMPUTING MARKET, BY REGION, 2020–2023 (USD MILLION)     142

TABLE 92           NEUROMORPHIC COMPUTING MARKET, BY REGION, 2024–2030 (USD MILLION)     143

TABLE 93           NORTH AMERICA: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2020–2023 (USD THOUSAND)       145

TABLE 94           NORTH AMERICA: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2024–2030 (USD THOUSAND)       145

TABLE 95           NORTH AMERICA: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2020–2023 (USD THOUSAND)       146

TABLE 96           NORTH AMERICA: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2024–2030 (USD THOUSAND)       146

TABLE 97           EUROPE: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2020–2023 (USD THOUSAND)       151

TABLE 98           EUROPE: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2024–2030 (USD THOUSAND)       151

TABLE 99           EUROPE: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2020–2023 (USD THOUSAND)       152

TABLE 100         EUROPE: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2024–2030 (USD THOUSAND)       152

TABLE 101         ASIA PACIFIC: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2020–2023 (USD MILLION)            158

TABLE 102         ASIA PACIFIC: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2024–2030 (USD MILLION)            158

TABLE 103         ASIA PACIFIC: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2020–2023 (USD THOUSAND)       159

TABLE 104         ASIA PACIFIC: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2024–2030 (USD THOUSAND)       159

TABLE 105         ROW: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2020–2023 (USD THOUSAND)           165

TABLE 106         ROW: NEUROMORPHIC COMPUTING MARKET,

BY REGION, 2024–2030 (USD THOUSAND)           165

TABLE 107         ROW: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2020–2023 (USD THOUSAND)       166

TABLE 108         ROW: NEUROMORPHIC COMPUTING MARKET,

BY VERTICAL, 2024–2030 (USD THOUSAND)       166

TABLE 109         MIDDLE EAST: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2020–2023 (USD THOUSAND)       167

TABLE 110         MIDDLE EAST: NEUROMORPHIC COMPUTING MARKET,

BY COUNTRY, 2024–2030 (USD THOUSAND)       167

TABLE 111         NEUROMORPHIC COMPUTING MARKET: OVERVIEW OF STRATEGIES ADOPTED

BY KEY PLAYERS, 2020–2024       170

TABLE 112         NEUROMORPHIC COMPUTING MARKET: DEGREE OF COMPETITION, 2023     173

TABLE 113         NEUROMORPHIC COMPUTING MARKET: REGION FOOTPRINT              181

TABLE 114         NEUROMORPHIC COMPUTING MARKET: OFFERING FOOTPRINT      182

TABLE 115         NEUROMORPHIC COMPUTING MARKET: DEPLOYMENT FOOTPRINT      183

TABLE 116         NEUROMORPHIC COMPUTING MARKET: APPLICATION FOOTPRINT      184

TABLE 117         NEUROMORPHIC COMPUTING MARKET: VERTICAL FOOTPRINT      185

TABLE 118         NEUROMORPHIC COMPUTING MARKET: LIST OF KEY STARTUPS/SMES           188

TABLE 119         NEUROMORPHIC COMPUTING MARKET: COMPETITIVE BENCHMARKING OF

KEY STARTUPS/SMES   189

TABLE 120         NEUROMORPHIC COMPUTING MARKET: PRODUCT LAUNCHES,

JANUARY 2020–JUNE 2024           190

TABLE 121         NEUROMORPHIC COMPUTING MARKET: DEALS, JANUARY 2020–JUNE 2024 191

TABLE 122         NEUROMORPHIC COMPUTING MARKET: OTHER DEVELOPMENTS,

JANUARY 2020–JUNE 2024           192

TABLE 123         INTEL CORPORATION: COMPANY OVERVIEW  193

TABLE 124         INTEL CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED          194

TABLE 125         INTEL CORPORATION: PRODUCT LAUNCHES  195

TABLE 126         INTEL CORPORATION: DEALS  196

TABLE 127         IBM: COMPANY OVERVIEW       198

TABLE 128         IBM: PRODUCTS/SOLUTIONS/SERVICES OFFERED        199

TABLE 129         IBM: PRODUCT LAUNCHES       200

TABLE 130         IBM: DEALS       200

TABLE 131         QUALCOMM TECHNOLOGIES, INC.: COMPANY OVERVIEW              202

TABLE 132         QUALCOMM TECHNOLOGIES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED   204

TABLE 133         QUALCOMM TECHNOLOGIES, INC.: DEALS       204

TABLE 134         QUALCOMM TECHNOLOGIES, INC.: OTHER DEVELOPMENTS              205

TABLE 135         SAMSUNG ELECTRONICS CO., LTD.: COMPANY OVERVIEW              206

TABLE 136         SAMSUNG ELECTRONICS CO., LTD.: PRODUCTS/SOLUTIONS/SERVICES OFFERED   207

TABLE 137         SAMSUNG ELECTRONICS CO., LTD.: PRODUCT LAUNCHES              208

TABLE 138         SAMSUNG ELECTRONICS CO., LTD.: DEALS       208

TABLE 139         SONY CORPORATION: COMPANY OVERVIEW    210

TABLE 140         SONY CORPORATION: PRODUCTS/SOLUTIONS/SERVICES OFFERED          212

TABLE 141         BRAINCHIP, INC.: COMPANY OVERVIEW            213

TABLE 142         BRAINCHIP, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED          214

TABLE 143         BRAINCHIP, INC.: PRODUCT LAUNCHES            215

TABLE 144         BRAINCHIP, INC.: DEALS            215

TABLE 145         BRAINCHIP, INC.: OTHER DEVELOPMENTS       216

TABLE 146         SYNSENSE: COMPANY OVERVIEW          217

TABLE 147         SYNSENSE: PRODUCTS/SOLUTIONS/SERVICES OFFERED              217

TABLE 148         SYNSENSE: PRODUCT LAUNCHES          218

TABLE 149         SYNSENSE: DEALS         219

TABLE 150         MEDIATEK INC.: COMPANY OVERVIEW 220

TABLE 151         MEDIATEK INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED              221

TABLE 152         NXP SEMICONDUCTORS: COMPANY OVERVIEW             222

TABLE 153         NXP SEMICONDUCTORS: PRODUCTS/SOLUTIONS/SERVICES OFFERED          223

TABLE 154         NXP SEMICONDUCTORS: PRODUCT LAUNCHES            224

TABLE 155         NXP SEMICONDUCTORS: DEALS            224

TABLE 156         ADVANCED MICRO DEVICES, INC.: COMPANY OVERVIEW              225

TABLE 157         ADVANCED MICRO DEVICES, INC.: PRODUCTS/SOLUTIONS/SERVICES OFFERED   227

TABLE 158         ADVANCED MICRO DEVICES, INC.: PRODUCT LAUNCHES              227

TABLE 159         ADVANCED MICRO DEVICES, INC.: DEALS         228

TABLE 160         HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY OVERVIEW  229

TABLE 161         HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCTS/SOLUTIONS/SERVICES OFFERED   230

TABLE 162         HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCT LAUNCHES  231

TABLE 163         HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: DEALS              231

TABLE 164         OMNIVISION: COMPANY OVERVIEW     232

TABLE 165         OMNIVISION: PRODUCTS/SOLUTIONS/SERVICES OFFERED              232

TABLE 166         OMNIVISION: PRODUCT LAUNCHES     233

TABLE 167         OMNIVISION: DEALS     233

LIST OF FIGURES

FIGURE 1           NEUROMORPHIC COMPUTING MARKET SEGMENTATION AND REGIONAL SCOPE 24

FIGURE 2           NEUROMORPHIC COMPUTING MARKET: RESEARCH DESIGN              28

FIGURE 3           NEUROMORPHIC COMPUTING MARKET: RESEARCH FLOW OF MARKET SIZE ESTIMATION       35

FIGURE 4           NEUROMORPHIC COMPUTING MARKET: SUPPLY-SIDE ANALYSIS          36

FIGURE 5           NEUROMORPHIC COMPUTING MARKET: BOTTOM-UP APPROACH       37

FIGURE 6           NEUROMORPHIC COMPUTING MARKET: TOP-DOWN APPROACH       38

FIGURE 7           NEUROMORPHIC COMPUTING MARKET: DATA TRIANGULATION          39

FIGURE 8           PROCESSOR SEGMENT TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030  43

FIGURE 9           EDGE SEGMENT TO DOMINATE MARKET IN 2030           43

FIGURE 10         IMAGE AND VIDEO PROCESSING/COMPUTER VISION SEGMENT

TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030    44

FIGURE 11         CONSUMER ELECTRONICS SEGMENT TO DOMINATE MARKET IN 2024 44

FIGURE 12         NORTH AMERICA HELD LARGEST MARKET SHARE IN 2023              45

FIGURE 13         RISING DEMAND FOR NEUROMORPHIC COMPUTING IN AUTOMOTIVE INDUSTRY

TO DRIVE MARKET       46

FIGURE 14         SOFTWARE SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD       46

FIGURE 15         CLOUD SEGMENT TO RECORD HIGHER CAGR DURING FORECAST PERIOD       47

FIGURE 16         IMAGE AND VIDEO PROCESSING/COMPUTER VISION SEGMENT

TO DOMINATE MARKET IN 2030             47

FIGURE 17         CONSUMER ELECTRONICS TO ACCOUNT FOR LARGEST MARKET SHARE IN 2030 48

FIGURE 18         CHINA TO EXHIBIT HIGHEST CAGR IN GLOBAL NEUROMORPHIC COMPUTING MARKET DURING FORECAST PERIOD   48

FIGURE 19         ASIA PACIFIC TO RECORD HIGHEST CAGR IN NEUROMORPHIC COMPUTING MARKET DURING FORECAST PERIOD      49

FIGURE 20         NEUROMORPHIC COMPUTING MARKET: DRIVERS, RESTRAINTS,

OPPORTUNITIES, AND CHALLENGES    51

FIGURE 21         NEUROMORPHIC COMPUTING MARKET: IMPACT ANALYSIS OF DRIVERS      54

FIGURE 22         NEUROMORPHIC COMPUTING MARKET: IMPACT ANALYSIS OF RESTRAINTS             56

FIGURE 23         NEUROMORPHIC COMPUTING MARKET: IMPACT ANALYSIS OF OPPORTUNITIES     59

FIGURE 24         NEUROMORPHIC COMPUTING MARKET: IMPACT ANALYSIS OF CHALLENGES           61

FIGURE 25         TRENDS/DISRUPTIONS IMPACTING CUSTOMER BUSINESS              61

FIGURE 26         INDICATIVE PRICING OF OFFERINGS OF KEY PLAYERS, 2023              62

FIGURE 27         AVERAGE SELLING PRICE TREND OF NEUROMORPHIC PROCESSORS,

BY REGION, 2020–2023  64

FIGURE 28         AVERAGE SELLING PRICE TREND OF NEUROMORPHIC SENSORS,

BY REGION, 2020–2023  65

FIGURE 29         AVERAGE SELLING PRICE TREND OF NEUROMORPHIC MEMORY,

BY REGION, 2020–2023  66

FIGURE 30         NEUROMORPHIC COMPUTING MARKET: VALUE CHAIN ANALYSIS          67

FIGURE 31         NEUROMORPHIC COMPUTING ECOSYSTEM     69

FIGURE 32         FUNDS AUTHORIZED FOR NEUROMORPHIC COMPUTING STARTUPS         70

FIGURE 33         PATENTS APPLIED AND GRANTED, 2014–2024   79

FIGURE 34         IMPORT DATA OF HS CODE 854231-COMPLIANT PRODUCTS,

BY COUNTRY, 2019–2023 (USD MILLION)            80

FIGURE 35         EXPORT DATA OF HS CODE 854231-COMPLIANT PRODUCTS,

BY COUNTRY, 2019–2023 (USD MILLION)            81

FIGURE 36         NEUROMORPHIC COMPUTING MARKET: PORTER’S FIVE FORCES ANALYSIS         92

FIGURE 37         INFLUENCE OF STAKEHOLDERS ON BUYING PROCESS FOR TOP THREE VERTICALS             94

FIGURE 38         KEY BUYING CRITERIA FOR TOP THREE VERTICALS     95

FIGURE 39         SOFTWARE SEGMENT TO EXHIBIT HIGHEST CAGR DURING FORECAST PERIOD       97

FIGURE 40         CLOUD SEGMENT TO RECORD HIGHEST CAGR DURING FORECAST PERIOD       108

FIGURE 41         IMAGE AND VIDEO PROCESSING/COMPUTER VISION SEGMENT TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD  113

FIGURE 42         CONSUMER ELECTRONICS SEGMENT TO ACCOUNT FOR LARGEST MARKET

SHARE IN 2024  123

FIGURE 43         ASIA PACIFIC TO RECORD HIGHEST CAGR DURING FORECAST PERIOD              142

FIGURE 44         NORTH AMERICA: NEUROMORPHIC COMPUTING MARKET SNAPSHOT        144

FIGURE 45         CANADA TO GROW AT HIGHEST CAGR DURING FORECAST PERIOD              145

FIGURE 46         EUROPE: NEUROMORPHIC COMPUTING MARKET SNAPSHOT              150

FIGURE 47         ITALY TO REGISTER HIGHEST CAGR DURING FORECAST PERIOD              151

FIGURE 48         ASIA PACIFIC: NEUROMORPHIC COMPUTING MARKET SNAPSHOT        157

FIGURE 49         CHINA TO RECORD HIGHEST CAGR DURING FORECAST PERIOD              158

FIGURE 50         ROW: NEUROMORPHIC COMPUTING MARKET SNAPSHOT              164

FIGURE 51         MIDDLE EAST TO RECORD HIGHEST CAGR DURING FORECAST PERIOD       165

FIGURE 52         NEUROMORPHIC COMPUTING MARKET: REVENUE ANALYSIS OF

FIVE KEY PLAYERS, 2021–2023    172

FIGURE 53         NEUROMORPHIC COMPUTING MARKET: SHARE OF KEY PLAYERS, 2023  173

FIGURE 54         NEUROMORPHIC COMPUTATION MARKET: COMPANY VALUATION     176

FIGURE 55         NEUROMORPHIC COMPUTATION MARKET: FINANCIAL METRICS           176

FIGURE 56         BRAND/PRODUCT COMPARISON OF MAJOR COMPANIES              177

FIGURE 57         NEUROMORPHIC COMPUTING MARKET: COMPANY EVALUATION MATRIX

(KEY PLAYERS), 2023     179

FIGURE 58         NEUROMORPHIC COMPUTING MARKET: COMPANY FOOTPRINT      180

FIGURE 59         NEUROMORPHIC COMPUTING MARKET: COMPANY EVALUATION MATRIX (STARTUPS/SMES), 2023 187

FIGURE 60         INTEL CORPORATION: COMPANY SNAPSHOT  194

FIGURE 61         IBM: COMPANY SNAPSHOT       199

FIGURE 62         QUALCOMM TECHNOLOGIES, INC.: COMPANY SNAPSHOT              203

FIGURE 63         SAMSUNG ELECTRONICS CO., LTD.: COMPANY SNAPSHOT              207

FIGURE 64         SONY CORPORATION: COMPANY SNAPSHOT   211

FIGURE 65         BRAINCHIP, INC.: COMPANY SNAPSHOT            214

FIGURE 66         MEDIATEK INC.: COMPANY SNAPSHOT 221

FIGURE 67         NXP SEMICONDUCTORS: COMPANY SNAPSHOT            223

FIGURE 68         ADVANCED MICRO DEVICES, INC.: COMPANY SNAPSHOT              226

FIGURE 69         HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY SNAPSHOT  230