Author

Håkon Stenwig

Norwegian University of Science and Technology

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Assay:electronic health records· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Andrés Felipe SoleriD· 1 shared Junya Furuki· 1 shared Marta MolinasiD· 1 shared Takashi AbeiD· 1 shared Yoko SuzukiiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Andrés Felipe SolerORCID

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1 paper

Recent·Most cited

Automatic Sleep Stage Classification with Optimized Selection of EEG Channels

Håkon Stenwig, Andrés Felipe Soler, Junya Furuki, Yoko Suzuki, Takashi Abe, Marta Molinas

This paper presents an ensemble algorithm that automatically classifies sleep stages using an optimized minimal number of EEG channels, achieving high accuracy with only 3 channels.

International Conference on Machine Learning and Applications · Dec 1, 2022Peer-reviewedNeuroscience