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Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

Wright State University

2017

ACT-R

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Exploring The Time-Based Resource-Sharing Model Of Working Memory Through Computational Modeling, Joseph Glavan Jan 2017

Exploring The Time-Based Resource-Sharing Model Of Working Memory Through Computational Modeling, Joseph Glavan

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Working memory is the fundamental component of cognition that allows us to temporarily maintain information needed for concurrent processing. An existing theory from the literature, the time-based resource-sharing (TBRS) model, posits that working memory is a serial, rapidly switching, attentional refreshing mechanism. While others have sought previously to formalize the TBRS model into a computational process model, I go further, using ACT-R to model the influence of working memory on an entire task from end to end. I leverage ACT-R's existing base-level learning mechanism, typically used to model recency and frequency effects in long-term memory, to enact the attentional refreshing …