DeepFormer: a hybrid network based on convolutional neural network and flow-attention mechanism for identifying the function of DNA sequences.
Zhou YaoWenjing ZhangPeng SongYuxue HuJianxiao LiuPublished in: Briefings Bioinform. (2023)
Keyphrases
- dna sequences
- convolutional neural network
- attention mechanism
- tandem repeats
- dna sequencing
- human genome
- motif discovery
- face detection
- binding sites
- dna computing
- biological sequences
- saliency map
- visual attention
- image quality
- sequence patterns
- computer vision
- neural network
- real time
- high frequency
- image classification
- multiscale
- feature selection
- machine learning