Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings

Abstract

This paper presents a machine learning pipeline for learning predictive biomarker representations from high-dimensional intracranial neural recordings, with a focus on identifying neural correlates of risk-taking behavior.

Citation

Yuxin Guo, Amanda Merkley, Stephen Jaffee, Alex Whiting, Pulkit Grover. “Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings”, IEEE Conference on Neural Engineering, 2025.

@inproceedings{GMJWG25,
author = {Yuxin Guo and Amanda Merkley and Stephen Jaffee and Alex Whiting and P. Grover},
year = {2025},
title = {Identifying Neural Biomarkers of Risk-Taking from Intracranial EEG Recordings},
booktitle = {IEEE Conference on Neural Engineering}}