Towards a Neural Network Model of the Attentional Blink

Bowman, Howard and Wyble, Brad and Barnard, Philip (2004) Towards a Neural Network Model of the Attentional Blink. In: Proceedings of the Eighth Neural Computation and Psychology Workshop, Connectionist Models of Cognition and Perception II, Aug 28-30, 2003 , Univ Kent Canterbury, Kent, England. (Full text available)

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One of the most prominent experimental paradigms for investigating the deployment of attention over time is the Attentional Blink (AB). Although there is now a great deal known about it, computational modeling of the AB remains only lightly explored. This paper responds to this limitation by proposing a prototype neural network model of the blink. A central aspect of which is a realization of the concept of consolidation into working memory, which is at the heart of the majority of current explanations of the blink.

Item Type: Conference or workshop item (Paper)
Uncontrolled keywords: Attentional Blink, Neural Networks
Subjects: Q Science > QA Mathematics (inc Computing science) > QA 76 Software, computer programming,
Divisions: Faculties > Sciences > School of Computing > Computational Intelligence Group
Depositing User: Mark Wheadon
Date Deposited: 24 Nov 2008 18:02 UTC
Last Modified: 12 May 2014 14:12 UTC
Resource URI: (The current URI for this page, for reference purposes)
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