CNNH_PSS: protein 8-class secondary structure prediction by convolutional neural network with highway.

Journal: BMC bioinformatics
Published Date:

Abstract

BACKGROUND: Protein secondary structure is the three dimensional form of local segments of proteins and its prediction is an important problem in protein tertiary structure prediction. Developing computational approaches for protein secondary structure prediction is becoming increasingly urgent.

Authors

  • Jiyun Zhou
  • Hongpeng Wang
  • Zhishan Zhao
    School Computer Science and Technology, Harbin Institute of Technology Shenzhen Graduate School, HIT Campus Shenzhen University Town, Xili, Shenzhen, Guangdong, 518055, China.
  • Ruifeng Xu
  • Qin Lu
    Department of Computing, the Hong Kong Polytechnic University, Hung Hom, Hong Kong.