Prediction of Contact Maps in Proteins Based on Recurrent Neural Network with Bias Units.
Guixia LiuChunguang ZhouYuanxian ZhuWengang ZhouPublished in: ISNN (3) (2005)
Keyphrases
- contact maps
- recurrent neural networks
- contact map
- coarse grained
- protein structure
- amino acids
- amino acid sequences
- fine grained
- extensive set
- neural network
- feed forward
- echo state networks
- recurrent networks
- reservoir computing
- complex valued
- artificial neural networks
- neural model
- hidden layer
- protein sequences
- molecular biology
- protein function
- protein structure prediction
- multilayer perceptron
- back propagation