Secondary structure prediction of protein based on multi scale convolutional attention neural networks

DOI10.3934/mbe.2021170zbMath1471.92243OpenAlexW3155772858MaRDI QIDQ1984083

Jinyong Cheng, Ying Xu

Publication date: 13 September 2021

Published in: Mathematical Biosciences and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mbe.2021170

zbMATH Keywords

classificationproteinconvolutional neural networkattention mechanismcross entropy lossmulti channel

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Protein sequences, DNA sequences (92D20)

Uses Software

• PSIPRED
• CBAM
• MUFold-SSW

Cites Work

• Unnamed Item
• Protein secondary structure prediction using three neural networks and a segmental semi-Markov model

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