Výsledky vyhledávání - sparse denoising autoencoder (sage)

Flatness pattern recognition based on stacked sparse denoising autoencoder and improved Osprey optimisation algorithm kernel-extreme learning machine Autor Zhou, Yaluo, Zhang, Shaochuan, Liu, Wenguang, Zhang, Ruicheng

“… proposes a flatness recognition method based on stack sparse denoising autoencoder (SSDAE) with improved Osprey optimisation algorithm kernel-extreme learning machine…”
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Autoencoder-based patch learning for real-world image denoising Autor Chen, Fei, Chen, Haiqing, Zeng, Xunxun, Wang, Meiqing

“… By exploiting learned external prior and internal self-similarity jointly, we develop an efficient patch sparse coding scheme for real-world image denoising…”
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Boosting sparsity-induced autoencoder: A novel sparse feature ensemble learning for image classification Autor Shi, Rui, Ji, Jian, Zhang, Chunhui, Miao, Qiguang

“…As a kind of unsupervised learning model, the autoencoder is usually adopted to perform the pretraining to obtain the optimal initial value of parameter space, so as to avoid the local minimality…”
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A deep feature extraction method for bearing fault diagnosis based on empirical mode decomposition and kernel function Autor Wang, Fengtao, Deng, Gang, Liu, Chenxi, Su, Wensheng, Han, Qingkai, Li, Hongkun

“…, which are regarded as the inputs of the proposed stacked kernel sparse autoencoder network. The proposed method does not depend on prior knowledge of fault diagnosis…”
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