Fig. 2
From: Fast activation maximization for molecular sequence design
Example designed sequences. Softmax sequences (PSSMs) generated by the PWM and Fast SeqProp methods after 20,000 updates of gradient ascent updates with default optimizer parameters (Adam). The logit matrices \(\varvec{l}\) were uniformly randomly initialized prior to optimization. Identified cis-regulatory motifs annotated above each sequence