Artificial Neural Network aided Protein Structure Prediction

  title={Artificial Neural Network aided Protein Structure Prediction},
  author={Arundhati Deka and Kandarpa Kr. Sarma},
Protein structure prediction plays a vital role in drug design and biotechnology. Understanding protein structures is necessary to determine the function of a protein and its interaction with DNA, RNA and Enzymes. Experimental techniques such as NMR Spectroscopy and X-ray Crystallography have been the main source of information about protein structures. But these conventional methods are now replaced by Machine learning methods such as Artificial Neural Network (ANN) and Support Vector Machine… CONTINUE READING


Publications referenced by this paper.

ANN-aided Tertiary Protein Structure Prediction using Certain Coding Techniques and Known Secondary Structures

  • A.Deka, H.Bordoloi, K. K. Sarma
  • Proceedings of International Conference on…
  • 2012

Tertiary Protein Structure Prediction using Artificial Neural Network as a Two-level Classifier

  • A. Deka, K. K. Sarma
  • in the proceedings of 3 International Conference…
  • 2012
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