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Relating ACT-R to EEG

Brinks, K. (2012) Relating ACT-R to EEG. Bachelor's Thesis, Artificial Intelligence.

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Abstract

We are trying to compare ACT-R with actual EEG data. To this end we obtained an ACT-R model which performs an attentional blink task. We also use EEG data collected from test subjects who are performing the same task. Earlier research focused on comparing event related potentials in EEG with ACT-R buffer activation. We will try to find a correlation by looking at event related oscillations. This leads to our research question: how do ACT-R buffers in a model of attentional blink correlate with EEG frequency bands of test subjects performing a similar task? We hypothesize a direct correlation exists between specific ACT-R buffer activations and specific patterns of brain oscillations represented by event related oscillations. We found the strongest correlation with buffer activations at low oscillation frequencies (delta and theta).

Item Type: Thesis (Bachelor's Thesis)
Degree programme: Artificial Intelligence
Thesis type: Bachelor's Thesis
Language: English
Date Deposited: 15 Feb 2018 07:48
Last Modified: 15 Feb 2018 07:48
URI: http://fse.studenttheses.ub.rug.nl/id/eprint/10063

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