Fig. 3.

The overall framework of our method. It contains three parts: feature representation, dual-scale fusion and spatial attention. a We use the classic word2vec model skip-gram combined with 3-gram word segmentation operation for feature representation. b We design a dual-scale fusion module to facilitate feature extraction of different length motifs in DNA sequences. c We employ a spatial attention module to focus on important features and suppress unnecessary ones. Best viewed in color