Harri Valpola
Harri Valpola publishes mostly in Artificial Intelligence, Signal Processing and Computer Vision and Pattern Recognition, on topics such as Blind Source Separation Techniques, Neural Networks and Applications and Generative Adversarial Networks and Image Synthesis.
- World rank
- #70,321 of 1,633,909 ranked researchers
- Rank in Finland
- #379 of 8,199
- Works
- 25
- Citations
- 862
- Citations per work
- 34.5
What does Harri Valpola research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence36% of their works
- 2Signal Processing24% of their works
- 3Computer Vision and Pattern Recognition16% of their works
- 4Cognitive Neuroscience8% of their works
- 5Information Systems4% of their works
- 6Analytical Chemistry4% of their works
Research topics
Which keywords describe Harri Valpola's research?
The keywords of their largest research topics: Neural Networks, Deep Learning, Blind Separation, Independent Component Analysis, Audio-Visual Speech Recognition, Backpropagation Learning, Generative Adversarial Networks and Image Synthesis.
- Word Representation
- Neural Mechanisms
- Multivariate Calibration
- Face Perception
- Speech Enhancement
- Image Synthesis
- Backpropagation Learning
- Independent Component Analysis
- Deep Learning
- Neural Networks
- Blind Separation
- Audio-Visual Speech Recognition
- Generative Adversarial Networks
- Self-Organizing Maps
- Cognition
- Machine Translation
- Near-Infrared Spectroscopy
- Physics of Mind
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.
All 18 words, with their numbers
- Neural Networks85 topics
- Deep Learning63 topics
- Blind Separation31 topic
- Independent Component Analysis31 topic
- Audio-Visual Speech Recognition21 topic
- Backpropagation Learning21 topic
- Generative Adversarial Networks21 topic
- Image Synthesis21 topic
- Self-Organizing Maps21 topic
- Speech Enhancement21 topic
- Cognition11 topic
- Face Perception11 topic
- Machine Translation11 topic
- Multivariate Calibration11 topic
- Near-Infrared Spectroscopy11 topic
- Neural Mechanisms11 topic
- Physics of Mind11 topic
- Word Representation11 topic
Where does Harri Valpola work?
Harri Valpola's main affiliation in the publication record is Aalto University, Finland.
How many publications and citations does Harri Valpola have?
Science Explorer counts 25 works and 862 citations for Harri Valpola, ranking #70,321 of 1,633,909 researchers worldwide on the composite score.
Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.