Protein Secondary Structure Prediction with Bidirectional Recurrent Neural Nets: Can Weight Updating for Each Residue Enhance Performance?
Michalis AgathocleousGeorgia ChristodoulouVasilis J. PromponasChris ChristodoulouVassilis VassiliadesAntonis AntoniouPublished in: AIAI (2010)
Keyphrases
- neural nets
- protein secondary structure prediction
- feed forward
- protein secondary structure
- neural network
- artificial neural networks
- back propagation
- recurrent neural networks
- machine learning
- learning tasks
- tertiary structure
- counter propagation
- single layer
- amino acids
- psi blast
- artificial intelligence
- markov random field