Xinxia Guo

Cross-task, explainable, and real-time decoding of human emotion states by integrating grey and white matter intracranial neural activity

This paper develops a hybrid deep learning model to decode human emotion states from intracranial neural activity, achieving high performance and real-time implementation.

Components of Mnemonic Metacognition Constitutionally Supported by High Gamma Activity Between the Precuneus and Hippocampus

This study investigates the role of high gamma activity between the precuneus and hippocampus in mnemonic metacognition using intracranial recordings from epilepsy patients.