Convolution-Bidirectional Temporal Convolutional Network for Protein Secondary Structure Prediction

As a basic feature extraction method, convolutional neural networks have some information loss problems when dealing with sequence problems, and a temporal convolutional network can compensate for this problem. Howerover, ordinary temporal convolutional networks can not deal well protein secondary s...

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Bibliographic Details

Published in:	IEEE access Vol. 10; pp. 117469 - 117476
Main Authors:	Zhang, Yunqing, Ma, Yuming, Liu, Yihui
Format:	Journal Article
Language:	English
Published:	Piscataway The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2022 IEEE
Subjects:	Amino acids Artificial neural networks bidirectional prediction convolutional neural network deep learning Feature extraction Machine learning Neural networks Protein secondary structure prediction Proteins temporal convolutional network
Online Access:	Get full text
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