Accurate prediction of docked protein structure similarity using neural networks and restricted Boltzmann machines.
Roshanak FarhoodiBahar Akbal-DelibasNurit HaspelPublished in: BIBM (2015)
Keyphrases
- protein structure
- protein tertiary structure
- neural network
- protein structure alignment
- contact map
- restricted boltzmann machine
- protein structure prediction
- experimentally determined
- protein sequences
- deep learning
- similarity measure
- secondary structure
- amino acids
- hidden layer
- amino acid sequences
- nuclear magnetic resonance
- high quality
- back propagation
- neural nets
- fuzzy logic
- soft computing
- deep belief networks
- contrastive divergence
- computational methods
- protein function
- probabilistic graphical models
- highly accurate
- neural network model
- conditional random fields
- image sequences
- machine learning