Yusoff, Nooraini and Grüning, André and Browne, Antony (2010) Modelling the stroop effect: Dynamics in inhibition of automatic stimuli processing. In: Advances in Cognitive Neurodynamics (II). Springer, pp. 641-645. ISBN 978-90-481-9694-4

PDF Restricted to Repository staff only Download (379kB) | Request a copy

Abstract

In this study, we simulate the dynamics of suppressing an automatic stimulus processing which interferes with a different non-automatic target task. The dynamics can be observed in terms of interference and facilitation effects that influence target response processing time. For this purpose, we use Hopfield neural network with varying attention modulation in a colour-word Stroop stimuli processing paradigm. With the biologically realistic features of the network, our model is able to model the Stroop effect in comparison to the human performance.

Item Type:	Book Section
Additional Information:	Book Subtitle Proceedings of the Second International Conference on Cognitive Neurodynamics - 2009
Uncontrolled Keywords:	Neurodynamics, Automatic processing, Stroop effect, Hopfield neural network
Subjects:	Q Science > QA Mathematics > QA76 Computer software
Divisions:	College of Arts and Sciences
Depositing User:	Dr. Nooraini Yusoff
Date Deposited:	26 Oct 2014 03:42
Last Modified:	26 Oct 2014 03:42
URI:	https://repo.uum.edu.my/id/eprint/12492

Actions (login required)

View Item