Research in Markham
Science Explorer records 29 research institutions in Markham, Canada. The highest-ranked on research quality in 2022–2025 are Advanced Micro Devices (Canada), Huawei Technologies (Canada) and MD Precision (Canada).
- Research institutions
- 29 4 of them ranked worldwide
- Research works
- 3.4k ▲ 24% vs 2013–17
- Top-10% rate, 2022–2025
- 18.0% record average 16.5%
A city carries no overall standing here. The composite score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Markham?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Huawei Technologies (Canada)Company | 894 | #7,307 | |
| 2 | Advanced Micro Devices (Canada)Company | 882 | #6,616 | |
| 3 | IBM (Canada)Company | 830 | #20,958 | |
| 4 | MD Precision (Canada)Company | 146 | #17,548 | |
| 5 | Integrity Testing Laboratory (Canada)Company | 123 | #35,875 all time | |
| 6 | Markham Stouffville HospitalHospital / health system | 97 | not ranked | |
| 7 | Fluidigm (Canada)Company | 73 | not ranked | |
| 8 | Custom Security Industries (Canada)Company | 60 | not ranked | |
| 9 | Hypertension CanadaNonprofit | 43 | not ranked | |
| 10 | Extendicare (Canada)Company | 40 | not ranked | |
| 11 | Lynde Centre for DermatologyHospital / health system | 37 | not ranked | |
| 12 | JDA Software (Canada)Company | 26 | not ranked | |
| 13 | Quanser (Canada)Company | 25 | not ranked | |
| 14 | Motorola (Canada)Company | 20 | not ranked | |
| 15 | Canadian Association of Radiation OncologyInstitution | 20 | not ranked | |
| 16 | Qualcomm (Canada)Company | 17 | not ranked | |
| 17 | Allergan (Canada)Company | 12 | not ranked | |
| 18 | Johnson & Johnson (Canada)Company | 11 | not ranked | |
| 19 | OPKO Health (Canada)Company | 7 | not ranked | |
| 20 | Canadian Association of Cardiovascular Prevention and RehabilitationInstitution | 5 | not ranked | |
| 21 | Multimatic (Canada)Company | 4 | not ranked | |
| 22 | Kuraray (Canada)Company | 4 | not ranked | |
| 23 | Canadian Institute of Steel ConstructionNonprofit | 4 | not ranked | |
| 24 | ALS Society of CanadaNonprofit | 2 | not ranked | |
| 25 | Canadian Liver FoundationNonprofit | 1 | not ranked | |
| 26 | Sofina Foods (Canada)Company | 1 | not ranked | |
| 27 | CrossWing (Canada)Company | 1 | not ranked | |
| 28 | Steel Structures Education FoundationInstitution | 0 | not ranked | |
| 29 | Teleflex (Canada)Company | 0 | not ranked |
By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.
How concentrated the city is
The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.
Shares of the rows listed above, not of the whole node.
What is Markham strongest at in research?
Relative to its size, research in Markham is most concentrated in Hardware and Architecture, Computer Networks and Communications and Electrical and Electronic Engineering (29.2× the world share in Hardware and Architecture).
- Hardware and ArchitectureSubfield · 26.4 works29×
- Computer Networks and CommunicationsSubfield · 53.2 works7.4×
- Electrical and Electronic EngineeringSubfield · 199.4 works7.0×
- Computer Vision and Pattern RecognitionSubfield · 46.0 works4.5×
Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.
Which keywords describe research in Markham?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Energy Efficiency, Neural Networks, Optical Fiber, Digital Signal Processing, Coherent Detection, Nonlinear Effects and Machine Learning.
- Spectral Efficiency
- Wireless Communication
- FPGA
- Virtualization
- Channel Estimation
- Wireless Communications
- Semiconductor Lasers
- 5G Networks
- Nanophotonic Waveguides
- Raman Lasers
- GPU Computing
- Optical Modulators
- Big Data
- Optical Access Networks
- Integrated Circuits
- Distributed Systems
- Nonlinear Effects
- Digital Signal Processing
- Energy Efficiency
- Machine Learning
- Deep Learning
- Neural Networks
- Optical Fiber
- Coherent Detection
- Microwave Photonics
- Parallel Computing
- High-Performance Computing
- Photonic Signal Processing
- Biosensors
- Performance Optimization
- Multicore Architectures
- Microcavities
- Silicon Photonics
- Anomaly Detection
- Resource Management
- Wireless Networks
- Data Integration
- Beamforming
- Channel Modeling
- Unsupervised Learning
Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this city's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning93▲ 3.4×65 topics
- Machine Learning56▲ 2.1×53 topics
- Neural Networks49▲ 4.0×32 topics
- Energy Efficiency42▲ 5.6×21 topics
- Optical Fiber34▲ 40×3 topics
- Digital Signal Processing31▲ 80×2 topics
- Coherent Detection30▲ 87×1 topic
- Nonlinear Effects30▲ 87×1 topic
- Microwave Photonics24▲ 33×2 topics
- Distributed Systems22▲ 16×6 topics
- Parallel Computing22▲ 23×4 topics
- Integrated Circuits21▲ 17×3 topics
- High-Performance Computing20▲ 30×2 topics
- Optical Access Networks19▲ 72×1 topic
- Photonic Signal Processing19▲ 72×1 topic
- Big Data19▲ 2.6×14 topics
- Biosensors19▲ 4.6×9 topics
- Optical Modulators17▲ 14×3 topics
- Performance Optimization16▲ 31×2 topics
- GPU Computing16▲ 52×1 topic
- Multicore Architectures16▲ 52×1 topic
- Raman Lasers15▲ 17×2 topics
- Microcavities15▲ 17×2 topics
- Nanophotonic Waveguides15▲ 19×1 topic
- Silicon Photonics15▲ 17×1 topic
- 5G Networks15▲ 9.1×5 topics
- Anomaly Detection14▲ 5.9×4 topics
- Semiconductor Lasers13▲ 24×2 topics
- Resource Management13▲ 9.2×3 topics
- Wireless Communications12▲ 8.9×5 topics
- Wireless Networks12▲ 10×8 topics
- Channel Estimation12▲ 17×4 topics
- Data Integration10▲ 7.8×4 topics
- Virtualization10▲ 16×2 topics
- Beamforming10▲ 11×4 topics
- FPGA10▲ 33×4 topics
- Channel Modeling10▲ 9.7×5 topics
- Wireless Communication10▲ 8.1×7 topics
- Unsupervised Learning10▲ 8.4×3 topics
- Spectral Efficiency9▲ 18×2 topics
What research is done in Markham?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Optical Network Technologies Electrical and Electronic Engineering 30 works
- 2 Advanced Photonic Communication Systems Electrical and Electronic Engineering 19 works
- 3 Parallel Computing and Optimization Techniques Hardware and Architecture 16 works
- 4 Photonic and Optical Devices Electrical and Electronic Engineering 15 works
- 5 Semiconductor Lasers and Optical Devices Electrical and Electronic Engineering 9 works
- 6 Advanced Optical Network Technologies Electrical and Electronic Engineering 8 works
- 7 Single-cell and spatial transcriptomics Molecular Biology 8 works
- 8 Cloud Computing and Resource Management Information Systems 8 works
- 9 Software Engineering Research Information Systems 7 works
- 10 Topic Modeling Artificial Intelligence 7 works
Research output over time
The same series as a ribbon — one cell per year, darker for more.