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
- Time Series Analysis and Forecasting
Papers in
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- Blind Source Separation Techniques 6
- Time Series Analysis and Forecasting 6
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- Neural Networks and Applications 10
- Fuzzy Logic and Control Systems 2
- Evolutionary Algorithms and Applications 2
- Co-authors
- Aapo Hyvärinen (3 shared papers)Fabrizio Esposito (2 shared papers)Juha Vesanto (7 shared papers)Esa Alhoniemi (6 shared papers)Jani Mäntyjärvi (12 shared papers)Tapio Seppänen (1 shared paper)Heikki Mannila (2 shared papers)Hannu Toivonen (1 shared paper)
- Journals
- NeuroImage (2 papers)Oncogene (1 paper)Acta Dermato Venereologica (1 paper)IEEE Wireless Communications (1 paper)Neuropediatrics (1 paper)
- Partner nations
- FinlandNetherlandsItaly
In The Last Decade
Johan Himberg
28 papers receiving 3.3k citations
Johan Himberg's Hit Papers
Peers
Comparison fields: 5 of 177
- Cognitive Neuroscience 1.3k
- Signal Processing 667
- Computer Vision and Pattern Recognition 585
- Computational Mathematics 13
- Artificial Intelligence 725
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 28 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 | 1059 |
| 2 | SOM Toolbox for Matlab 5 Hit paper breakdown → | 2000 | 533 |
| 3 | Self-organizing map in Matlab: the SOM Toolbox | 1999 | 395 |
| 4 | 2005 | 301 | |
| 5 | 2002 | 273 | |
| 6 | 2004 | 212 | |
| 7 | 2002 | 184 | |
| 8 | 2006 | 94 | |
| 9 | Self-Organizing Map for Data Mining in MATLAB: The SOM Toolbox | 1999 | 69 |
| 10 | 2000 | 61 | |
| 11 | 2003 | 33 | |
| 12 | Sensor signal data set for exploring context recognition of mobile devices | 2004 | 31 |
| 13 | 2003 | 30 | |
| 14 | 2001 | 25 | |
| 15 | 2002 | 25 | |
| 16 | 2004 | 23 | |
| 17 | 2002 | 22 | |
| 18 | Enhancing SOM Based Data Visualization | 1998 | 20 |
| 19 | 2007 | 19 | |
| 20 | Towards Context Awareness Using Symbol Clustering Map | 2003 | 18 |
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 28 papers that have together received 3.5k indexed citations. Recurring topics across this work include Neural Networks and Applications (10 papers), Blind Source Separation Techniques (6 papers), Time Series Analysis and Forecasting (6 papers), Context-Aware Activity Recognition Systems (5 papers), Spectroscopy and Chemometric Analyses (3 papers), Interactive and Immersive Displays (3 papers), Fuzzy Logic and Control Systems (2 papers) and Evolutionary Algorithms and Applications (2 papers). The work is most often cited by research in Cognitive Neuroscience (1.3k citations), Signal Processing (667 citations), Computer Vision and Pattern Recognition (585 citations), Computational Mathematics (13 citations) and Artificial Intelligence (725 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, Tommaso Scarabino and Elia Formisano. Their work appears in journals such as NeuroImage, Oncogene, Acta Dermato Venereologica, IEEE Wireless Communications and Neuropediatrics.
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.