Binary Input Encoding Strategy Based Neural Network for Globulin Protein Inter-residue Contacts Map Prediction.
Guang-Zheng ZhangDe-Shuang HuangXin HuangPublished in: ISNN (2) (2004)
Keyphrases
- contact map
- neural network
- contact maps
- protein structure prediction
- prediction model
- amino acids
- protein structure
- protein chains
- encoding schemes
- desired output
- subcellular localization
- remote homology detection
- protein secondary structure
- artificial neural networks
- binary representation
- bit string
- drug design
- coarse grained
- prediction accuracy
- encoding scheme
- amino acid sequences
- multi layer perceptron
- protein sequences
- experimentally determined
- back propagation
- elman network
- feature maps
- gray code
- predicting protein
- protein interaction
- protein tertiary structure
- input data
- protein functional
- maximum a posteriori
- bp neural network
- protein interaction data
- feed forward neural networks