EEG on Yuxin Guo | PhD Student at Carnegie Mellon Universityhttps://yx-guo.github.io/tags/eeg/Recent content in EEG on Yuxin Guo | PhD Student at Carnegie Mellon UniversityHugo -- 0.147.2enThu, 01 Jan 2026 00:00:00 +0000Information-theoretic Error Bounds for Source Localization in Neural Sensinghttps://yx-guo.github.io/papers/paper1/Thu, 01 Jan 2026 00:00:00 +0000https://yx-guo.github.io/papers/paper1/This paper analyzes and quantifies theoretical limits of EEG sensing systems with Fisher information metrics. Accepted at AISTATS, 2026.EEG Source Imaging of Infarct Core and Penumbra for Ischemic Stroke Patientshttps://yx-guo.github.io/papers/paper7/Thu, 01 Jun 2023 00:00:00 +0000https://yx-guo.github.io/papers/paper7/EEG source imaging methods for identifying infarct core and penumbra in ischemic stroke patients. Published at IEEE EMBC, 2023.Effects of EEG Electrode Numbers on Deep Learning-Based Source Imaginghttps://yx-guo.github.io/papers/paper4/Sun, 01 Jan 2023 00:00:00 +0000https://yx-guo.github.io/papers/paper4/This paper studies the effects of EEG electrode density on deep learning-based source imaging methods. Published in Brain Informatics, 2023.Machine Learning for Neural Sensinghttps://yx-guo.github.io/research/research1/Fri, 01 Jan 2021 00:00:00 +0000https://yx-guo.github.io/research/research1/End-to-end machine learning systems for neural sensing, source localization, and biomarker discovery at Carnegie Mellon University.