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Item Adaptive Whole-Brain Dynamics Predictive Method : Relevancy to Mental Disorders(2025-04-05) Zhang, Qian-Yun; Su, Chun-Wang; Luo, Qiang; Grebogi, Celso; Huang, Zi-Gang; Jiang, Junjie; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Unsupervised Domain Adaptation with Synchronized Self-training for Cross-Domain Motor Imagery Recognition(2025-05) Chen, Peiyin; Liu, Xiaofeng; Ma, Chao; Wang, He; Yang, Xiong; Grebogi, Celso; Gu, Xiao; Gao, Zhongke; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Transcriptomic Evidence Reveals Dysfunctional Mechanism of Synaptic Plasticity Control in ASD(2025-01) Kong, Chao; Bing, Zhi-Tong; Yang, Lei; Huang, Zi-Gang; Wang, Wen-Xu; Grebogi, Celso; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Flashlight-Net : A Modular Convolutional Neural Network for Motor Imagery EEG Classification(2024-07-01) Dang, Weidong; Lv, Dongmei; Tang, Mengxiao; Sun, Xinlin; Liu, Yong; Gao, Zhongke; Grebogi, Celso; University of Aberdeen.Physics; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)Item Transfer Learning with Optimal Transportation and Frequency Mixup for EEG-based Motor Imagery Recognition(2022-10) Chen, Peiyin; Wang, He; Sun, Xinlin; Li, Haoyu; Grebogi, Celso; Gao, Zhongke; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Predicting extreme events from data using deep machine learning : when and where(2022-06-01) Jiang, Junjie; Huang, Zi-Gang; Grebogi, Celso; Lai, Ying-Cheng; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Emergence of transient chaos and intermittency in machine learning(2021-07-02) Kong, Ling-Wei; Fan, Huawei; Grebogi, Celso; Lai, Ying-Cheng; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB); University of Aberdeen.PhysicsItem Machine learning prediction of critical transition and system collapse(2021-01-28) Kong, Ling-Wei; Fan, Hua-Wei; Grebogi, Celso; Lai, Ying-Cheng; University of Aberdeen.Physics; University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB)