DeepMotifSyn: a deep learning approach to synthesize heterodimeric DNA motifs.
Jiecong LinLei HuangXingjian ChenShixiong ZhangKa-Chun WongPublished in: Briefings Bioinform. (2022)
Keyphrases
- deep learning
- dna sequences
- binding sites
- biological sequences
- motif discovery
- rna sequences
- unsupervised learning
- unsupervised feature learning
- machine learning
- genome sequences
- transcription factors
- cis regulatory
- weakly supervised
- transcription factor binding sites
- sequence data
- restricted boltzmann machine
- deep architectures
- mental models
- gene expression
- protein sequences
- data sets
- higher order