Information-theoretic Error Bounds for Source Localization in Neural Sensing

Abstract

This paper analyzes and quantifies theoretical limits of EEG sensing systems with Fisher information metrics. It provides information-theoretic error bounds for source localization in neural sensing.

Citation

Leighton Barnes, Yuxin Guo, Alex Dytso, Pulkit Grover. “Information-theoretic Error Bounds for Source Localization in Neural Sensing”, AISTATS, 2026.

@inproceedings{BGDG26,
author = {Leighton Barnes and Yuxin Guo and Alex Dytso and P. Grover},
year = {2026},
title = {Information-theoretic Error Bounds for Source Localization in Neural Sensing},
booktitle = {International Conference on Artificial Intelligence and Statistics (AISTATS)}}