Ontology highlight
ABSTRACT:
SUBMITTER: Zhao Y
PROVIDER: S-EPMC7857624 | biostudies-literature | 2021
REPOSITORIES: biostudies-literature
PloS one 20210203 2
Protein secondary structure prediction is extremely important for determining the spatial structure and function of proteins. In this paper, we apply an optimized convolutional neural network and long short-term memory neural network models to protein secondary structure prediction, which is called OCLSTM. We use an optimized convolutional neural network to extract local features between amino acid residues. Then use the bidirectional long short-term memory neural network to extract the remote i ...[more]