Concepedia

A novel data augmentation method to enhance deep neural networks for detection of atrial fibrillation

Ping Cao, Xinyi Li, Kedong Mao, Fei Lü, Gangmin Ning, Luping Fang, Qing Pan

Biomedical Signal Processing and Control · 2019 · 141 citations · 55 references

DOI

Concepts

References

55

Long Short-Term Memory

Sepp Hochreiter, Jürgen Schmidhuber · Neural Computation · 1997 · 98.1K citations

, , +16

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky et al. · 2014 · 34.3K citations

, , +12

Advances in Neural Information Processing Systems 28

Peter Flach, Meelis Kull · 2015 · 14.7K citations

, , +12

De-noising by soft-thresholding

David L. Donoho · IEEE Transactions on Information Theory · 1995 · 9.6K citations

, , +11

Ideal spatial adaptation by wavelet shrinkage

David L. Donoho, Iain M. Johnstone · Biometrika · 1994 · 7.8K citations

, , +13