ECG signal enhancement based on improved denoising auto-encoder

Extracting and composing robust features with denoising autoencoders

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Computing, Computer Science, Artificial Intelligence +16

The impact of the MIT-BIH Arrhythmia Database

G.B. Moody, Roger G. Mark · IEEE Engineering in Medicine and Biology Magazine · 2001 · 4.6K citations

Medicine, Biomedical Engineering, Cardiology +17

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

George E. Dahl, Dong Yu, Li Deng et al. · IEEE Transactions on Audio Speech and Language Processing · 2011 · 3.1K citations

Computing, Computer Science, Machine Learning +13

Scalable Object Detection Using Deep Neural Networks

Dumitru Erhan, Christian Szegedy, Alexander Toshev et al. · 2014 · 1.2K citations

Computing, Computer Science, Computer Vision +10

A Connection Between Score Matching and Denoising Autoencoders

Pascal Vincent · Neural Computation · 2011 · 980 citations

Computing, Computer Science, Computer Vision +16