Circularly shifted filters enable data efficient sequence motif inference with neural networks
暂无分享,去创建一个
[1] ENCODEConsortium,et al. An Integrated Encyclopedia of DNA Elements in the Human Genome , 2012, Nature.
[2] K. Zhao,et al. ChIP-Seq: technical considerations for obtaining high-quality data , 2011, Nature Immunology.
[3] Alexander J. Stewart,et al. Why Transcription Factor Binding Sites Are Ten Nucleotides Long , 2012, Genetics.
[4] Kurt Hornik,et al. Approximation capabilities of multilayer feedforward networks , 1991, Neural Networks.
[5] Yee Whye Teh,et al. Bayesian Learning via Stochastic Gradient Langevin Dynamics , 2011, ICML.
[6] M. Berger,et al. Universal protein-binding microarrays for the comprehensive characterization of the DNA-binding specificities of transcription factors , 2009, Nature Protocols.
[7] Dirk Merkel,et al. Docker: lightweight Linux containers for consistent development and deployment , 2014 .
[8] David K. Gifford,et al. Convolutional neural network architectures for predicting DNA–protein binding , 2016, Bioinform..
[9] Sergey Ioffe,et al. Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift , 2015, ICML.
[10] Atina G. Coté,et al. Evaluation of methods for modeling transcription factor sequence specificity , 2013, Nature Biotechnology.
[11] Yoshua Bengio,et al. Maxout Networks , 2013, ICML.
[12] S. Altschul,et al. Significance of nucleotide sequence alignments: a method for random sequence permutation that preserves dinucleotide and codon usage. , 1985, Molecular biology and evolution.
[13] Kevin Skadron,et al. Scalable parallel programming , 2008, 2008 IEEE Hot Chips 20 Symposium (HCS).
[14] B. Frey,et al. Predicting the sequence specificities of DNA- and RNA-binding proteins by deep learning , 2015, Nature Biotechnology.
[15] Jian Sun,et al. Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[16] G. Stormo,et al. Non-independence of Mnt repressor-operator interaction determined by a new quantitative multiple fluorescence relative affinity (QuMFRA) assay. , 2001, Nucleic acids research.
[17] R. Mann,et al. Origins of specificity in protein-DNA recognition. , 2010, Annual review of biochemistry.
[18] Patrice Y. Simard,et al. Best practices for convolutional neural networks applied to visual document analysis , 2003, Seventh International Conference on Document Analysis and Recognition, 2003. Proceedings..