ResPRE: high-accuracy protein contact prediction by coupling precision matrix with deep residual neural networks.
Yang LiJun HuChengxin ZhangDong-Jun YuYang ZhangPublished in: Bioinform. (2019)
Keyphrases
- neural network
- high accuracy
- subcellular localization
- contact map
- protein structure prediction
- prediction accuracy
- contact maps
- pattern recognition
- prediction model
- high precision
- protein secondary structure
- predicting protein
- protein tertiary structure
- prediction scheme
- genetic algorithm
- neural networks and support vector machines
- remote homology detection
- gene prediction
- protein homology
- drug design
- protein structure
- fuzzy logic
- multi layer perceptron
- neural network ensemble
- prediction error
- protein sequences
- experimentally determined
- artificial neural networks to predict
- hopfield neural network
- multi layer
- recurrent neural networks
- artificial neural networks
- inter layer
- protein interaction
- protein secondary structure prediction
- neural nets