Information-theoretic Error Bounds for Source Localization in Neural Sensing
Theoretical analysis of EEG sensing system limits using Fisher information metrics.
EEG
EEG Source Imaging of Infarct Core and Penumbra for Ischemic Stroke Patients
EEG source imaging for identifying infarct core and penumbra in ischemic stroke patients.
Effects of EEG Electrode Numbers on Deep Learning-Based Source Imaging
Study of how EEG electrode density affects deep learning-based source imaging performance.
Machine Learning for Neural Sensing
Designing ML pipelines for learning predictive biomarker representations from high-dimensional neural recordings, source localization via convex optimization and deep learning, and posterior inference using conditional diffusion models.