Improving representations of genomic sequence motifs in convolutional networks with exponential activations.
Peter K. KooMatt PloenzkePublished in: Nat. Mach. Intell. (2021)
Keyphrases
- dna sequences
- genomic sequences
- biological networks
- motif discovery
- network motifs
- complex networks
- unsupervised feature learning
- genomic databases
- network structure
- deep learning
- information retrieval
- neural network
- sensitivity analysis
- probabilistic model
- network analysis
- data structure
- bayesian networks
- social networks
- topological features
- deep belief networks
- databases