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Updated: Jul 17, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
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Published on: November 3, 2011

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一个基于CNN和BiGRU-Attention的新型混合深度学习模型用于蛋白质功能预测

Lavkush Sharma1, Akshay Deepak1, Ashish Ranjan2

  • 1Department of Computer Science and Engineering, National Institute of Technology Patna, Patna, Bihar, India.

Statistical applications in genetics and molecular biology
|September 2, 2023
PubMed
概括

这项研究引入了一种新的混合深度学习模型,用于预测蛋白质功能. 该模型结合了卷积神经网络 (CNN) 与双向门循环单元 (BiGRU) -注意力和蛋白质语言模型嵌入,在人类和酵母数据集上实现了卓越的性能.

关键词:
在美国,CNN是CNN.注意力技巧注意力技巧有门的循环单元.蛋白质语言模型的模型蛋白质序列的蛋白质序列是什么

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