Loading...

Attention mechanism enhanced LSTM with residual architecture and its application for protein-protein interaction residue pairs prediction

BACKGROUND: Recurrent neural network(RNN) is a good way to process sequential data, but the capability of RNN to compute long sequence data is inefficient. As a variant of RNN, long short term memory(LSTM) solved the problem in some extent. Here we improved LSTM for big data application in protein-p...

Fuld beskrivelse

Na minha lista:
Bibliografiske detaljer
Udgivet i:BMC Bioinformatics
Main Authors: Liu, Jiale, Gong, Xinqi
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2019
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6882172/
https://ncbi.nlm.nih.gov/pubmed/31775612
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-019-3199-1
Tags: Tilføj Tag
Ingen Tags, Vær først til at tagge denne postø!