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Author

Min Xiao

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Aug 2026

How higher-order interactions shape the dynamics of large-scale dual-star neural networks.

A novel large-scale delayed neural network with dual-star architecture, incorporating both second-order and third-order interactions, and the accurate function fitting achieved by the model provides new insights for the design and control of neural networks.

Yue Qiu, Min Xiao, Yonghui Sun et al. · 0 citations
Jul 2026

Modeling and Prediction of Nonlinear Dynamic System Models by Deep Neural Networks and Koopman‐Based Subspace Identification

A novel Koopman operator‐based framework that integrates deep neural networks with subspace identification that achieves high modeling accuracy with significantly reduced errors is proposed, offering an effective and robust solution for nonlinear system modeling.

Zixiang Yuan, Jie Ding, Dezhi Shen et al. · 0 citations

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