Learning and interpreting the gene regulatory grammar in a deep learning framework
Fig 4
Regulatory grammar can be learned by ResNet despite heterogeneity in the regulatory sequences.
(a) Actual labels of simulated regulatory grammar of the TFBS overlaid on t-SNE visualization of TFBS saliency values across neurons. (b) The sensitivity of predicted labels in (a) across regulatory grammars.