DNA-binding protein prediction based on deep transfer learning

DOI10.3934/MBE.2022362OpenAlexW4284969825MaRDI QIDQ2688384

Junkai Liu, Shixuan Guan, Yaoyao Lu, Yijie Ding, Haiou Li, Jun Yan, Hongjie Wu, Tengsheng Jiang

Publication date: 3 March 2023

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

Full work available at URL: https://doi.org/10.3934/mbe.2022362

zbMATH Keywords

transfer learningdeep learningDNA-binding protein

Mathematics Subject Classification ID

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

Uses Software

• PyTorch
• Adam
• Inception-v4

Cites Work

• Some remarks on protein attribute prediction and pseudo amino acid composition
• The CNN universal machine: an analogic array computer

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