Výsledky vyhledávání - "stacked convolutional autoencoder"

A multi-source classification framework with invariant representation reconstruction for dual-target RSVP-BCI tasks in cross-subject scenario Autor Chen, Hongying, Wang, Dan, Xu, Meng, Chen, Jiaming, Zhang, Yueqi, Chen, Yuanfang

“… This paper proposed a novel framework named Cross-subject Invariant Representation Extraction-Targeted Stacked Convolutional Autoencoder (CS-IRE-TSCAE…”
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Regularized siamese neural network for unsupervised outlier detection on brain multiparametric magnetic resonance imaging: Application to epilepsy lesion screening Autor Alaverdyan, Zaruhi, Jung, Julien, Bouet, Romain, Lartizien, Carole

“…•Our brain anomaly detection model is trained on normal subjects only.•Our model combines unsupervised latent representation with a novel deep siamese network and one-class classification…”
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