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NRGAMTE: Neurophysiological Residual Gated Attention Multimodal Transformer Encoder for Sleep Disorder Detection.

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第一作者： Jayapoorani,Subramaniam

第一单位： Department of Electronics and Communication Engineering, Sri Shanmugha College of Engineering and Technology, Salem 637304, India.

作者： Jayapoorani,Subramaniam ^[1] ; Aruna Mogarala,Guruvaya ^[2] ; Anupama,Vijaykumar ^[2] ; Puttamadappa Chaluve,Gowda ^[3]

作者单位： Department of Electronics and Communication Engineering, Sri Shanmugha College of Engineering and Technology, Salem 637304, India. ^[1] Department of Artificial Intelligence and Machine Learning, Dayanand Sagar College of Engineering, Bangalore 560111, India. ^[2] Department of Electronics and Communication Engineering, Dayanand Sagar University, Bangalore 560111, India. ^[3]

关键词 cross-modal interactions modality-wise residual gated cross-attention fusion neurophysiological residual gated attention multimodal transformer encoder one-dimensional convolutional neural network physiological signals sleep disorder

DOI 10.3390/brainsci15090985

PMID 41008345

发布时间 2025-09-30

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2025年15卷9期

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