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Protein Secondary Structure Prediction

6 papers with code · Medical

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Deep Supervised and Convolutional Generative Stochastic Network for Protein Secondary Structure Prediction

6 Mar 2014LucaAngioloni/ProteinSecondaryStructure-CNN

Here we present a new supervised generative stochastic network (GSN) based method to predict local secondary structure with deep hierarchical representations.

PROTEIN SECONDARY STRUCTURE PREDICTION

Porter 5: fast, state-of-the-art ab initio prediction of protein secondary structure in 3 and 8 classes

bioRxiv 2018 mircare/Porter5

Motivation: Although secondary structure predictors have been developed for decades, current ab initio methods have still some way to go to reach their theoretical limits.

PROTEIN SECONDARY STRUCTURE PREDICTION

High Quality Prediction of Protein Q8 Secondary Structure by Diverse Neural Network Architectures

17 Nov 2018idrori/cu-ssp

In the spirit of reproducible research we make our data, models and code available, aiming to set a gold standard for purity of training and testing sets.

PROTEIN SECONDARY STRUCTURE PREDICTION

Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks

25 Apr 2016icemansina/IJCAI2016

Inspired by the recent successes of deep neural networks, in this paper, we propose an end-to-end deep network that predicts protein secondary structures from integrated local and global contextual features.

MULTI-TASK LEARNING PROTEIN SECONDARY STRUCTURE PREDICTION

Sequence Transduction with Recurrent Neural Networks

14 Nov 2012ZhengkunTian/Speech-Recognition-Paper-List

One of the key challenges in sequence transduction is learning to represent both the input and output sequences in a way that is invariant to sequential distortions such as shrinking, stretching and translating.

MACHINE TRANSLATION PROTEIN SECONDARY STRUCTURE PREDICTION SPEECH RECOGNITION