BTCRSleep: a boundary temporal context refinement based fully convolutional network for sleep staging with single-channel EEG.
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DOI: 10.1088/1361-6579/acdb46
Abstract: OBJECTIVE Sleep staging studies on single-channel EEG mainly exploit deep learning methods combining convolutional neural networks and recurrent neural networks. However, when typical brain waves (such as K-complexes or sleep spindles) that identify sleep stages… read more here.
Keywords: boundary temporal; context refinement; temporal context; context ... See more keywords