LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
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Ithaca: Cornell University Library, arXiv.org
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English
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Ithaca: Cornell University Library, arXiv.org
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This paper proposed LightSleepNet - a light-weight, 1-d Convolutional Neural Network (CNN) based personalized architecture for real-time sleep staging, which can be implemented on various mobile platforms with limited hardware resources. The proposed architecture only requires an input of 30s single-channel EEG signal for the classification. Two re...
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LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
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TN_cdi_proquest_journals_2918403185
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https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2918403185
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E-ISSN
2331-8422
DOI
10.48550/arxiv.2401.13194
