most citedDropout is a special case of the stochastic delta rule: faster and more accurate deep learning

8 citations

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2 papers

cs.LG2018★ 8 cited

Dropout is a special case of the stochastic delta rule: faster and more accurate deep learning

Noah Frazier-Logue, Stephen José Hanson

Multi-layer neural networks have lead to remarkable performance on many kinds of benchmark tasks in text, speech and image processing. Nonlinear parameter estimation in hierarchica…

cs.CV2018★ 5 cited

White matter hyperintensity segmentation from T1 and FLAIR images using fully convolutional neural networks enhanced with residual connections

Dakai Jin, Ziyue Xu, Adam P. Harrison +1

Segmentation and quantification of white matter hyperintensities (WMHs) are of great importance in studying and understanding various neurological and geriatric disorders. Although…