Table of Content
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
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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
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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
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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
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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
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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
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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 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
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