Elman RNN based classification of proteins sequences on account of their mutual information

► Classification of proteins by estimating the residue correlation within the protein sequences. ► Each protein sequence is associated with its corresponding mutual information vector (MIV). ► These MIVs are given to Elman RNN. ► We also conclude that sequence structural and solvent accessible property based MIVs are better predictor.