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Researcher · University of Helsinki · Finland

Aapo Hyvärinen

Aapo Hyvärinen publishes mostly in Cognitive Neuroscience, Signal Processing and Artificial Intelligence, on topics such as Blind Source Separation Techniques, Neural Networks and Applications and Neural dynamics and brain function.

ORCID 0000-0002-5806-4432 OpenAlex
World rank
#219,599
of 7,710,434 ranked researchers
Rank in Finland
#1,190
of 37,370
Works
412
Citations
53k
Citations per work
128.2
h-index
62
i10-index 164Top 2.1% in Cognitive Neuroscience
Aapo Hyvärinen

What does Aapo Hyvärinen research?

Aapo Hyvärinen's work is mostly in Computer Science (46%), Neuroscience (22%), Chemistry (8%).

Physical Sciences: 238 works · 57.7% of their workComputer Science: 190 works · 46.2% of their workSignal Processing: 85 works · 20.7% of their workArtificial Intelligence: 84 works · 20.5% of their workComputer Vision and Pattern Recognition: 21 works · 5.0% of their workChemistry: 32 works · 7.7% of their workAnalytical Chemistry: 32 works · 7.7% of their workMathematics: 16 works · 3.8% of their workStatistics and Probability: 16 works · 3.8% of their workLife Sciences: 91 works · 22.2% of their workNeuroscience: 91 works · 22.2% of their workCognitive Neuroscience: 91 works · 22.2% of their workEverything else: 83 works · 20.1% of their workTHEIR WORKAapo Hyvärinen412works
Life Sciences22%Physical Sciences58%

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
    1. Computer Science19046.2%
    2. Chemistry327.7%
    3. Mathematics163.8%
    1. Neuroscience9122.2%
  3. Everything else8320.1%
  1. 1Cognitive Neuroscience22% of their works
  2. 2Signal Processing21% of their works
  3. 3Artificial Intelligence20% of their works
  4. 4Analytical Chemistry8% of their works
  5. 5Computer Vision and Pattern Recognition5% of their works
  6. 6Statistics and Probability4% of their works

Research topics

Which keywords describe Aapo Hyvärinen's research?

The keywords of their largest research topics: Blind Separation, Independent Component Analysis, Neural Networks, Self-Organizing Maps, Cortical Networks, Neuronal Oscillations, Multivariate Calibration and Near-Infrared Spectroscopy.

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 16 words, with their numbers
  1. Blind Separation1951 topic
  2. Independent Component Analysis1951 topic
  3. Neural Networks1091 topic
  4. Self-Organizing Maps1091 topic
  5. Cortical Networks921 topic
  6. Neuronal Oscillations921 topic
  7. Multivariate Calibration761 topic
  8. Near-Infrared Spectroscopy761 topic
  9. Neural Processing451 topic
  10. Visual Perception451 topic
  11. Brain-Computer Interfaces341 topic
  12. EEG Analysis341 topic
  13. Functional Connectivity321 topic
  14. Resting-State fMRI321 topic
  15. Bayesian Networks251 topic
  16. Causal Inference251 topic

Where does Aapo Hyvärinen work?

Aapo Hyvärinen's main affiliation in the publication record is University of Helsinki, Finland.

How many publications and citations does Aapo Hyvärinen have?

OpenAlex counts 412 works and 52,803 citations for Aapo Hyvärinen, an h-index of 62, ranking #219,599 of 7,710,434 researchers worldwide on the quality 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 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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