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Synapse
November 1, 2011

Modeling of cognition using EEG: A review and a new approach

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Key result

A methodology using EEG to model cognitive functions by relating event-related potentials, brain waves, spectral density, and latency with stimuli features is proposed to predict cognitive states.

Authors

NDNabaraj DahalDND. NandagopalANAndrew Nafalski

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Overview

Hypothesis-generating for EEG-based cognitive prediction; requires prospective validation before clinical consideration.

PICO

P
Population
Cognition
I
Intervention / Comparator
EEG-based cognitive modeling

Proposes a methodology to model cognitive functions by relating EEG outcomes with stimuli features to predict cognitive states.

Cite This Study

Dahal et al. (2011) conducted a review in Cognition. EEG-based cognitive modeling was evaluated. A methodology using EEG to model cognitive functions by relating event-related potentials, brain waves, spectral density, and latency with stimuli features is proposed to predict cognitive states.

synapsesocial.com/papers/6a0fa58ed8c5cf602efcfa06https://doi.org/10.1109/tencon.2011.6129270
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