Deep Learning on Yuxin Guo | PhD Student at Carnegie Mellon University

Deep Learning on Yuxin Guo | PhD Student at Carnegie Mellon Universityhttps://yx-guo.github.io/tags/deep-learning/Recent content in Deep Learning on Yuxin Guo | PhD Student at Carnegie Mellon UniversityHugo -- 0.147.2enSun, 01 Jun 2025 00:00:00 +0000Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordingshttps://yx-guo.github.io/papers/paper2/Sun, 01 Jun 2025 00:00:00 +0000https://yx-guo.github.io/papers/paper2/This paper presents a machine learning pipeline for identifying neural biomarkers of risk-taking from intracranial EEG. Published at IEEE Conference on Neural Engineering, 2025.DeepFocus: A Transnasal Approach for Optimized Deep Brain Stimulation of Reward Circuit Nodeshttps://yx-guo.github.io/papers/paper3/Sat, 01 Mar 2025 00:00:00 +0000https://yx-guo.github.io/papers/paper3/DeepFocus is an end-to-end simulation and optimization platform integrating physical modeling with ML-driven inverse optimization for deep brain stimulation. Published in Journal of Neural Engineering, 2025.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.