Výsledky vyhledávání - "self-supervised autoencoder"

Self-supervised autoencoder network for robust heart rate extraction from noisy photoplethysmogram: Applying blind source separation to biosignal analysis Autor Webster, Matthew B., Lee, Dongheon, Lee, Joonnyong

“… The trained network is then applied to a noisy PPG dataset collected during the daily activities of nine subjects and a surgical dataset comprising 4,681 patients…”
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Neural models for detection and classification of brain states and transitions Autor Marin-Llobet, Arnau, Manasanch, Arnau, Dalla Porta, Leonardo, Torao-Angosto, Melody, Sanchez-Vives, Maria V.

“…) and a self-supervised autoencoder-based multimodal clustering algorithm. This approach distinguishes brain states such as slow oscillations, microarousals, and wakefulness with high confidence…”
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Two-Stream Architecture with Contrastive and Self-Supervised Attention Feature Fusion for Error-related Potentials Classification Autor Garrote, Luis, Perdiz, Joao, Yasemin, Mine, Pires, Gabriel, Nunes, Urbano J.

“… Its first stage is a self-supervised autoencoder architecture with a multi-head attention layer providing relevant latent features…”
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