Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings

Machine learning pipeline for identifying neural biomarkers of risk-taking behavior from intracranial EEG recordings.

June 2025 · Yuxin Guo, Amanda Merkley, Stephen Jaffee, Alex Whiting, Pulkit Grover

DeepFocus: A Transnasal Approach for Optimized Deep Brain Stimulation of Reward Circuit Nodes

End-to-end simulation and optimization platform for deep brain stimulation, achieving >100x efficiency over state-of-the-art methods.

March 2025 · Yuxin Guo, Mats Forssell, Dorian Kusyk, Vishal Jain, Isaac Swink, Owen Corcoran, Yuhyun Lee, Chaitanya Goswami, Alexander C. Whiting, Boyle C. Cheng, Pulkit Grover

Effects of EEG Electrode Numbers on Deep Learning-Based Source Imaging

Study of how EEG electrode density affects deep learning-based source imaging performance.

January 2023 · Jesse Rong, Rui Sun, Yuxin Guo, Bin He