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Ruipeng Xing

Ocean University of China

5 Yushan Road

Qingdao, 266003

China

  • Ocean University of China

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Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms

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Predicting antimicrobial peptide properties using enhanced quantum recurrent neural network with self-attention and peephole mechanisms

Number of pages: 19 Posted: 22 Sep 2025
Yanan Li, Zhimin Wang, Ruipeng Xing, Xuefei Wang and Yongjian Gu
Ocean University of China, Ocean University of China, Ocean University of China, affiliation not provided to SSRN and Ocean University of China
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Abstract:

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Quantum recurrent neural networks, Hybrid quantum long short-term memory architecture, Quantum self-attention models, Peephole mechanisms, Antimicrobial peptides prediction, Quantum noise