Nature Communications (May 2021)

Finding gene network topologies for given biological function with recurrent neural network

  • Jingxiang Shen,
  • Feng Liu,
  • Yuhai Tu,
  • Chao Tang

DOI
https://doi.org/10.1038/s41467-021-23420-5
Journal volume & issue
Vol. 12, no. 1
pp. 1 – 10

Abstract

Read online

Networks are useful ways to describe interactions between molecules in a cell, but predicting the real topology of large networks can be challenging. Here, the authors use deep learning to predict the topology of networks that perform biologically-plausible functions.