Concepedia

SignalP 5.0 improves signal peptide predictions using deep neural networks

José Juan Almagro Armenteros, Konstantinos D. Tsirigos, Casper Kaae Sønderby, Thomas Nordahl Petersen, Ole Winther, Søren Brunak, Gunnar von Heijne, Henrik Nielsen

Nature Biotechnology · 2019 · 4.7K citations · 38 references

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Concepts

References

38

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

A Survey on Transfer Learning

Sinno Jialin Pan, Qiang Yang · IEEE Transactions on Knowledge and Data Engineering · 2009 · 23.2K citations

, , +12

CD-HIT: accelerated for clustering the next-generation sequencing data

LiMin Fu, Beifang Niu, Zhengwei Zhu et al. · Bioinformatics · 2012 · 11.8K citations · Full text

, , +12

Amino acid substitution matrices from protein blocks.

Steven Henikoff, Jorja G. Henikoff · Proceedings of the National Academy of Sciences · 1992 · 6.4K citations

, , +16