Deep learning allows computational models that are composed of multiple processing layers to learn representations of data with multiple levels of abstraction. These methods have dramatically ...

The recently published book Understanding Deep Learning by [Simon J. D. Prince] is notable not only for focusing primarily on the concepts behind Deep Learning — which should make it highly a… ...

Recent examples show the power of deep learning to derive regulatory features in genomes from DNA sequence alone: DeepSEA (Nat. Methods 12, 931–934, 2015) uses genomic sequence as input, trains ...