Aapo Hyvärinen

406 total papers · 42.6k total citations
186 papers, 26.4k citations indexed

About

Aapo Hyvärinen is a scholar working on Signal Processing, Cognitive Neuroscience and Artificial Intelligence. According to data from OpenAlex, Aapo Hyvärinen has authored 186 papers receiving a total of 26.4k indexed citations (citations by other indexed papers that have themselves been cited), including 121 papers in Signal Processing, 92 papers in Cognitive Neuroscience and 75 papers in Artificial Intelligence. Recurrent topics in Aapo Hyvärinen's work include Blind Source Separation Techniques (118 papers), Neural dynamics and brain function (66 papers) and Neural Networks and Applications (61 papers). Aapo Hyvärinen is often cited by papers focused on Blind Source Separation Techniques (118 papers), Neural dynamics and brain function (66 papers) and Neural Networks and Applications (61 papers). Aapo Hyvärinen collaborates with scholars based in Finland, Japan and United Kingdom. Aapo Hyvärinen's co-authors include Erkki Oja, Juha Karhunen, Patrik O. Hoyer, Michael U. Gutmann, Johan Himberg, Fabrizio Esposito, Ella Bingham, Jarmo Hurri, P. Pajunen and Mika Inki and has published in prestigious journals such as Journal of Neuroscience, PLoS ONE and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Aapo Hyvärinen

180 papers receiving 24.8k citations

Hit Papers

Independent component ana... 1997 2026 2006 2016 2000 1999 2001 1997 2004 1000 2.0k 3.0k 4.0k 5.0k

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Aapo Hyvärinen 13.0k 8.8k 6.1k 4.8k 4.1k 186 26.4k
Erkki Oja 10.2k 0.8× 5.1k 0.6× 6.7k 1.1× 3.5k 0.7× 5.6k 1.4× 203 22.8k
Шун-ичи Амари 8.6k 0.7× 5.4k 0.6× 9.8k 1.6× 2.6k 0.5× 3.5k 0.8× 314 24.5k
Andrzej Cichocki 12.3k 0.9× 12.8k 1.5× 5.4k 0.9× 3.0k 0.6× 3.8k 0.9× 766 31.2k
Klaus‐Robert Müller 5.3k 0.4× 14.5k 1.6× 11.6k 1.9× 1.3k 0.3× 6.7k 1.6× 387 42.7k
Stéphane Mallat 9.4k 0.7× 2.9k 0.3× 5.5k 0.9× 1.8k 0.4× 26.4k 6.4× 124 51.4k
Richard O. Duda 4.5k 0.3× 2.5k 0.3× 9.2k 1.5× 719 0.2× 11.1k 2.7× 69 27.3k
J.-F. Cardoso 9.1k 0.7× 1.9k 0.2× 2.3k 0.4× 3.2k 0.7× 901 0.2× 98 11.9k
Ingrid Daubechies 7.6k 0.6× 1.6k 0.2× 3.5k 0.6× 1.3k 0.3× 21.8k 5.3× 83 40.1k
Pierre Comon 6.4k 0.5× 1.6k 0.2× 2.4k 0.4× 2.1k 0.4× 1.5k 0.4× 193 10.8k
H. Sebastian Seung 3.3k 0.3× 4.4k 0.5× 6.2k 1.0× 565 0.1× 5.4k 1.3× 104 24.9k

Countries citing papers authored by Aapo Hyvärinen

Since Specialization
Citations

This map shows the geographic impact of Aapo Hyvärinen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Aapo Hyvärinen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Aapo Hyvärinen more than expected).

Fields of papers citing papers by Aapo Hyvärinen

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Aapo Hyvärinen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Aapo Hyvärinen. The network helps show where Aapo Hyvärinen may publish in the future.

Co-authorship network of co-authors of Aapo Hyvärinen

This figure shows the co-authorship network connecting the top 25 collaborators of Aapo Hyvärinen. A scholar is included among the top collaborators of Aapo Hyvärinen based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Aapo Hyvärinen. Aapo Hyvärinen is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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