A novel hybrid CNN and BiGRU-attention based deep learning model for protein function prediction

DOI10.1515/SAGMB-2022-0057zbMath1530.92066MaRDI QIDQ6144035

Akshay Deepak, Ashish Ranjan, Lavkush Sharma, Gopalakrishnan Krishnasamy

Publication date: 5 January 2024

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

zbMATH Keywords

protein sequenceCNNgated recurrent unitprotein language modelsattention technique

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Biochemistry, molecular biology (92C40) Protein sequences, DNA sequences (92D20)

Cites Work

• Protein structure prediction based on BN-GRU method

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