My work is at the intersection of neuroscience and artificial intelligence, where I leverage cutting-edge machine learning to investigate the neural underpinnings of human cognition. I specialize in developing explainable AI (XAI) models to analyze complex EEG signals, with a primary focus on characterizing cognitive impairments in sleep-related brain disorders. My research interests also extend to understanding the neural basis of emotion and other fundamental aspects of brain function.
My work focuses on: