A fast and efficient pre-training method based on layer-by-layer maximum discrimination for deep neural networks
SZ Seyyedsalehi, SA Seyyedsalehi - Neurocomputing, 2015 - Elsevier
In this paper, through extension of the present methods and based on error minimization,
two fast and efficient layer-by-layer pre-training methods are proposed for initializing deep …
two fast and efficient layer-by-layer pre-training methods are proposed for initializing deep …
Protein secondary structure prediction using modular reciprocal bidirectional recurrent neural networks
The supervised learning of recurrent neural networks well-suited for prediction of protein
secondary structures from the underlying amino acids sequence is studied. Modular …
secondary structures from the underlying amino acids sequence is studied. Modular …
Towards designing modular recurrent neural networks in learning protein secondary structures
Precise prediction of protein secondary structures from the associated amino acids
sequence is of great importance in bioinformatics and yet a challenging task for machine …
sequence is of great importance in bioinformatics and yet a challenging task for machine …
[PDF][PDF] Using Neural Networks to Forecast the Configuration of Proteins
Predicting the secondary structure of proteins continues to be a significant hurdle in the field
of bioinformatics. This anticipation plays a crucial role as an intermediary stage in …
of bioinformatics. This anticipation plays a crucial role as an intermediary stage in …
Protein Secondary Structure Prediction using an Optimised Bayesian Classification Neural Network
ST Nguyen, CG Johnson - 2013 - kar.kent.ac.uk
The prediction of protein secondary structure is a topic that has been tackled by many
researchers in the field of bioinformatics. In previous work, this problem has been solved by …
researchers in the field of bioinformatics. In previous work, this problem has been solved by …
[引用][C] The Hybrid Method of Fuzzy Feed-Forward Neural Network for Predicting Protein Secondary Structure
SV Movahed - Computer and Information …, 2013 - Canadian Center of Science and …