Matthew Mattina
Matthew Mattina publishes mostly in Artificial Intelligence, Computer Vision and Pattern Recognition and Electrical and Electronic Engineering, on topics such as Advanced Neural Network Applications, Parallel Computing and Optimization Techniques and Advanced Memory and Neural Computing.
- World rank
- #642,231 of 7,710,434 ranked researchers
- Rank in United States
- #218,979 of 1,627,098
- Works
- 66
- Citations
- 3.8k
- Citations per work
- 57.5
What does Matthew Mattina research?
Matthew Mattina's work is mostly in Computer Science (69%), Engineering (20%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences5989.4%
- Computer Science4669.2%
- Engineering1320.2%
- Everything else710.6%
- 1Artificial Intelligence27% of their works
- 2Computer Vision and Pattern Recognition24% of their works
- 3Electrical and Electronic Engineering20% of their works
- 4Hardware and Architecture10% of their works
- 5Computer Networks and Communications6% of their works
- 6Computational Theory and Mathematics3% of their works
Research topics
- Advanced Neural Network Applications
- Parallel Computing and Optimization Techniques
- Advanced Memory and Neural Computing
- CCD and CMOS Imaging Sensors
- Neural Networks and Applications
- Interconnection Networks and Systems
- Anomaly Detection Techniques and Applications
- Adversarial Robustness in Machine Learning
Which keywords describe Matthew Mattina's research?
The keywords of their largest research topics: Deep Learning, Convolutional Neural Networks, Image Recognition, Neural Networks, Memristor, Neuromorphic Computing, Parallel Computing and Performance Optimization.
- Robustness
- Unsupervised
- Networks on Chip
- Self-Organizing Maps
- High-Speed Imaging
- Performance Optimization
- Neuromorphic Computing
- Neural Networks
- Convolutional Neural Networks
- Deep Learning
- Image Recognition
- Memristor
- Parallel Computing
- CMOS Image Sensors
- Backpropagation Learning
- Interconnection Networks
- Anomaly Detection
- Adversarial Examples
Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 18 words, with their numbers
- Deep Learning544 topics
- Convolutional Neural Networks351 topic
- Image Recognition351 topic
- Neural Networks344 topics
- Memristor151 topic
- Neuromorphic Computing151 topic
- Parallel Computing151 topic
- Performance Optimization151 topic
- CMOS Image Sensors121 topic
- High-Speed Imaging121 topic
- Backpropagation Learning81 topic
- Self-Organizing Maps81 topic
- Interconnection Networks71 topic
- Networks on Chip71 topic
- Anomaly Detection61 topic
- Unsupervised61 topic
- Adversarial Examples51 topic
- Robustness51 topic
Where does Matthew Mattina work?
Matthew Mattina's main affiliation in the publication record is American Rock Mechanics Association, United States.
How many publications and citations does Matthew Mattina have?
OpenAlex counts 66 works and 3,797 citations for Matthew Mattina, an h-index of 23, ranking #642,231 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.
Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
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