Johan Himberg
Impact in
- Cognitive Neuroscience top 1%
- Functional Brain Connectivity Studies
- Neural dynamics and brain function
- EEG and Brain-Computer Interfaces
- Signal Processing top 1%
- Blind Source Separation Techniques
Papers in
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- Time Series Analysis and Forecasting 6
- Blind Source Separation Techniques 6
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- Neural Networks and Applications 9
- Evolutionary Algorithms and Applications 2
- Fuzzy Logic and Control Systems 2
- Co-authors
- Aapo Hyvärinen (3 shared papers)Fabrizio Esposito (2 shared papers)Juha Vesanto (5 shared papers)Esa Alhoniemi (4 shared papers)Jani Mäntyjärvi (10 shared papers)Tapio Seppänen (1 shared paper)Heikki Mannila (2 shared papers)Hannu Toivonen (1 shared paper)
- Journals
- NeuroImage (2 papers)IEEE Wireless Communications (1 paper)Neuropediatrics (1 paper)Oncogene (1 paper)Acta Dermato Venereologica (1 paper)
- Partner nations
- FinlandNetherlandsItaly
In The Last Decade
Johan Himberg
24 papers receiving 2.9k citations
Johan Himberg's Hit Papers
Peers
Comparison fields: 5 of 177
- Cognitive Neuroscience 1.4k
- Signal Processing 603
- Computer Vision and Pattern Recognition 467
- Computational Mathematics 13
- Artificial Intelligence 581
Countries citing papers authored by Johan Himberg
This map shows the geographic impact of Johan Himberg'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 Johan Himberg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Johan Himberg more than expected).
Fields of papers citing papers by Johan Himberg
This network shows the impact of papers produced by Johan Himberg. 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 Johan Himberg. The network helps show where Johan Himberg may publish in the future.
Co-authors
The 25 scholars most cited alongside Johan Himberg, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 24 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Validating the independent components of neuroimaging time series via clustering and visualization Hit paper breakdown → | 2004 | 1013 |
| 2 | SOM Toolbox for Matlab 5 | 2000 | 470 |
| 3 | Self-organizing map in Matlab: the SOM Toolbox | 1999 | 348 |
| 4 | 2005 | 288 | |
| 5 | 2002 | 233 | |
| 6 | 2004 | 198 | |
| 7 | 2002 | 164 | |
| 8 | 2006 | 80 | |
| 9 | Self-Organizing Map for Data Mining in MATLAB: The SOM Toolbox | 1999 | 59 |
| 10 | 2000 | 43 | |
| 11 | 2003 | 31 | |
| 12 | Sensor signal data set for exploring context recognition of mobile devices | 2004 | 27 |
| 13 | 2003 | 25 | |
| 14 | 2002 | 23 | |
| 15 | 2002 | 21 | |
| 16 | 2007 | 19 | |
| 17 | 2004 | 19 | |
| 18 | Enhancing SOM Based Data Visualization | 1998 | 16 |
| 19 | 1997 | 15 | |
| 20 | Towards Context Awareness Using Symbol Clustering Map | 2003 | 14 |
About Johan Himberg
Johan Himberg is a scholar working on Signal Processing, Artificial Intelligence, Computer Vision and Pattern Recognition, Electrical and Electronic Engineering and Cognitive Neuroscience, having authored 24 papers that have together received 3.1k indexed citations. Recurring topics across this work include Neural Networks and Applications (9 papers), Time Series Analysis and Forecasting (6 papers), Blind Source Separation Techniques (6 papers), Context-Aware Activity Recognition Systems (5 papers), IoT-based Smart Home Systems (2 papers), Evolutionary Algorithms and Applications (2 papers), Spectroscopy and Chemometric Analyses (2 papers) and Fuzzy Logic and Control Systems (2 papers). The work is most often cited by research in Cognitive Neuroscience (1.4k citations), Signal Processing (603 citations), Computer Vision and Pattern Recognition (467 citations), Computational Mathematics (13 citations) and Artificial Intelligence (581 citations). Johan Himberg has collaborated with scholars based in Finland, Netherlands and Italy. Frequent co-authors include Aapo Hyvärinen, Fabrizio Esposito, Juha Vesanto, Esa Alhoniemi, Jani Mäntyjärvi, Tapio Seppänen, Heikki Mannila, Hannu Toivonen, Gioacchino Tedeschi and Rainer Goebel. Their work appears in journals such as NeuroImage, IEEE Wireless Communications, Neuropediatrics, Oncogene and Acta Dermato Venereologica.
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.