MrHaili Ye

My research interests include bioelectrical signal analysis, nonlinear systems, neurocomputation, multimodal analysis, and artificial intelligence model interpretability. Specifically, I am interested in developing advanced computational methods to enhance the understanding of brain function and neurological disorders through signal processing and machine learning techniques. At present, my research is primarily focused on ADHD, aiming to develop cost-effective and accurate diagnostic and monitoring techniques using electroencephalography (EEG). Through signal processing, network-level analysis, and AI-driven approaches, I seek to improve diagnostic performance compared to traditional EEG methods while ensuring the interpretability of the models for clinical applications.