De novo motif identification. (A) Histogram of the 159 predictions correlated to known motifs we identified by optimizing randomly generated input alignments. (B) Sequence Logo (Schneider and Stephens 1990) of a novel motif generated by using our algorithm. (C) The sequence logo for the same motif after undergoing an additional 25 rounds of selection.