@inproceedings{9805a6ca87d34640b5f0f49c6a6a9dad,
title = "Finding neural correlates of drift diffusion processes in EEG oscillations",
abstract = "Recent studies have begun to elucidate the neural correlates of evidence accumulation in perceptual decision making. Few of them have used a combined modeling-electrophysiological approach to studying evidence accumulation. We introduce a novel multivariate approach to EEG analysis with which we can perform a comprehensive search for neural correlates of dynamics predicted by the drift diffusion model. We show that the dynamics of evidence accumulation are correlated with decreases in the 4{\textendash}9 Hz theta band over the course of a trial. The rate of decrease in this band correlates with individual differences in fitted drift diffusion model parameters.",
keywords = "EEG, decision making, drift diffusion model",
author = "\{van Vugt\}, \{Marieke K.\} and Patrick Simen and Cohen, \{Jonathan D.\}",
note = "Publisher Copyright: {\textcopyright} CogSci 2011.; 33rd Annual Meeting of the Cognitive Science Society: Expanding the Space of Cognitive Science, CogSci 2011 ; Conference date: 20-07-2011 Through 23-07-2011",
year = "2011",
language = "English (US)",
series = "Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011",
publisher = "The Cognitive Science Society",
pages = "2439--2444",
editor = "Laura Carlson and Christoph Hoelscher and Shipley, \{Thomas F.\}",
booktitle = "Expanding the Space of Cognitive Science - Proceedings of the 33rd Annual Meeting of the Cognitive Science Society, CogSci 2011",
}