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Updated: Jan 12, 2026

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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CNNCaps-DBP:利用注意力增强卷积的蛋白质语言模型进行DNA结合蛋白质预测

Ziyuan Yan1, Aoyun Geng1, Yazi Li2

  • 1School of Computer Science and Technology, Hainan University, Haikou, 570228, China.

Neural networks : the official journal of the International Neural Network Society
|October 31, 2025
PubMed
概括

一种新的深度学习方法,CNNCaps-DBP,使用序列信息准确预测DNA结合蛋白 (DBPs). 这种计算方法超越了现有的模型,提供了一种更快,更有效的方法来识别DBP,这对于了解细胞过程和疾病至关重要.

关键词:
注意力增强卷积的注意力增强卷积囊网络是一个囊网络.它们是DNA结合蛋白质.深度学习是一种深度学习.在ESM C中,你会看到ESM C.

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