Advanced Techniques in Biology & Medicine
Open Access

Rhys Heffernan

Publications

• Mini Review
  A Short Review of Deep Learning Neural Networks in Protein Structure Prediction Problems
  Author(s): Kuldip Paliwal, James Lyons and Rhys Heffernan Kuldip Paliwal, James Lyons and Rhys Heffernan
  
  Determining the structure of a protein given its sequence is a challenging problem. Deep learning is a rapidly evolving field which excels at problems where there are complex relationships between input features and desired outputs. Deep Neural Networks have become popular for solving problems in protein science. Various deep neural network architectures have been proposed including deep feed-forward neural networks, recurrent neural networks and more recently neural Turing machines and memory networks. This article provides a short review of deep learning applied to protein prediction problems. .. View More»
  DOI: 10.4172/2379-1764.1000139

  Abstract PDF

Relevant Topics