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Filtering by: Creator Thomas, Christoph Committee Member Borradaile, Glencora Committee Member Coop, Leonard B.

Computational Approaches for RNA Structure Prediction with Dynamic Programming and Deep Neural Networks

Creator:

Deng, Dezhong

Abstract:

Our goal is to build a system to model the RNA sequences that reveals their structural information by using efficient dynamic programming algorithms and deep learning approaches. We aim to 1) achieve linear-time for RNA secondary structure prediction based on existing minimum free energy models; 2) utilize deep neural networks...

Resource Type:

Dissertation