Protein secondary structure prediction improved by recurrent neural networks integrated with two-dimensional convolutional neural networks.
Yanbu GuoBingyi WangWeihua LiBei YangPublished in: J. Bioinform. Comput. Biol. (2018)
Keyphrases
- recurrent neural networks
- protein secondary structure prediction
- convolutional neural networks
- protein secondary structure
- neural network
- recurrent networks
- three dimensional
- reservoir computing
- feed forward
- echo state networks
- neural model
- complex valued
- feedforward neural networks
- nonlinear dynamic systems
- artificial neural networks
- cascade correlation
- convolutional network
- tertiary structure
- machine learning
- real time
- statistically significant