Author

L. Kettunen

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Biology Disciplines

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Bioengineering· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Assay:electrophysiology· 1 Organism:human· 1

Frequent Co-Authors

D. Zhou· 1 shared F. Cong· 1 shared F. Li· 1 shared G. Hu· 1 shared J. Wang· 1 shared J. Zhang· 1 shared Q. Xu· 1 shared R. Yan· 1 shared

Activity by Year

2020-2020 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioengineering

D. Zhou

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1 paper

Recent·Most cited

SingleChannelNet: A Model for Automatic Sleep Stage Classification with Raw Single-Channel EEG

D. Zhou, G. Hu, J. Zhang, J. Wang, R. Yan, F. Li, Q. Xu, L. Kettunen, Z. Chang, F. Cong

SingleChannelNet is a deep learning model that automatically classifies sleep stages from raw single-channel EEG data, achieving high accuracy without hand-crafted features or multi-modality data.

bioRxiv · Sep 21, 2020Bioengineering