Philipp Koch

3.0k citations
61 papers · 1.4k · 1 hit paper · h-index 18

Impact in

    • EEG and Brain-Computer Interfaces
    • Functional Brain Connectivity Studies
  • Neurology top 5%
    • Transcranial Magnetic Stimulation Studies

Papers in

Philipp Koch

58 papers receiving 1.3k citations

Philipp Koch's Hit Papers

SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification 2022 · 217 citations
2170+1+2Years since publication50100150200

Peers

Philipp Koch
Comparison fields: 5 of 108
  • Cognitive Neuroscience 619
  • Neurology 241
  • Rehabilitation 123
  • Signal Processing 187
  • Human-Computer Interaction 85
Replace Lynne V. Gauthier with:
Lynne V. Gauthier United States
Mario Cifrek Croatia
Noman Naseer Pakistan
Mitsuhiro Hayashibe Japan
Sandro Fioretti Italy
Ali Hussein Al-Timemy Iraq
Yiwen Zhao China
Noor Kamal Al-Qazzaz Iraq
Yung‐Sheng Chen Taiwan
Philipp Koch relative to Lynne V. Gauthier United States Lynne V. Gauthier's profile →
Citations per field
00.5×2×3×4×4.6×
Lynne V. Gauthier · 1×
Citations per year

Countries citing papers authored by Philipp Koch

Since Specialization
Citations

This map shows the geographic impact of Philipp Koch'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 Philipp Koch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Philipp Koch more than expected).

Fields of papers citing papers by Philipp Koch

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Philipp Koch. 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 Philipp Koch. The network helps show where Philipp Koch may publish in the future.

Co-authors

The 25 scholars most cited alongside Philipp Koch, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Philipp Koch Line = papers co-authored together Philipp Koch links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 61 papers — load more, or switch the sort, to bring in the rest.

#Work
1
SleepTransformer: Automatic Sleep Staging With Interpretability and Uncertainty Quantification
Hit paper breakdown →
2022217
2 2019167
3 2020119
4 201596
5 201690
6 201569
7 202154
8 201750
9 201748
10 201544
11 202036
12 201922
13 201622
14 201722
15 201820
16 201619
17 201819
18 201519
19 202218
20 202015

About Philipp Koch

Philipp Koch is a scholar working on Cognitive Neuroscience, Signal Processing, Neurology, Human-Computer Interaction and Computer Vision and Pattern Recognition, having authored 61 papers that have together received 1.4k indexed citations. Recurring topics across this work include Speech and Audio Processing (12 papers), Functional Brain Connectivity Studies (10 papers), Muscle activation and electromyography studies (10 papers), Advanced Neuroimaging Techniques and Applications (9 papers), Music and Audio Processing (9 papers), Transcranial Magnetic Stimulation Studies (8 papers), Robotics and Sensor-Based Localization (7 papers) and EEG and Brain-Computer Interfaces (7 papers). The work is most often cited by research in Cognitive Neuroscience (619 citations), Neurology (241 citations), Rehabilitation (123 citations), Signal Processing (187 citations) and Human-Computer Interaction (85 citations). Philipp Koch has collaborated with scholars based in Germany, United Kingdom and Switzerland. Frequent co-authors include Friedhelm Christoph Hummel, Alfred Mertins, Huy Phan, Maarten De Vos, Oliver Y. Chén, Adrian G. Guggisberg, Marco Maaß, Cathrin M. Buetefisch, Kaare B. Mikkelsen and Robert J. Schulz. Their work appears in journals such as Brain, IEEE/ACM Transactions on Audio Speech and Language Processing, Journal of Neurology, IEEE Transactions on Biomedical Engineering and Stroke.

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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