Browsing by Subject "Backpropagation algorithms"
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Conference Object
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Article
Protein secondary structure prediction with bidirectional recurrent neural nets: Can weight updating for each residue enhance performance?
(2010)Successful protein secondary structure prediction is an important step towards modelling protein 3D structure, with several practical applications. Even though in the last four decades several PSSP algorithms have been ...
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Article
Training bidirectional recurrent neural network architectures with the scaled conjugate gradient algorithm
(2016)Predictions on sequential data, when both the upstream and downstream information is important, is a difficult and challenging task. The Bidirectional Recurrent Neural Network (BRNN) architecture has been designed to deal ...