Modeling Structure and Dynamics of Selective Attention

Hecke Schrobsdorff, Matthias Ihrke, J. Michael Herrmann

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

We present a cognitive architecture that includes perception, memory, attention, decision making, and action. The model is formulated in terms of an abstract dynamics for the activations of features, their binding into object entities, semantic categorization as well as related memories and appropriate reactions. The dynamical variables interact in a connectionist network which is shown to be adaptable to a variety of experimental paradigms. We find that selective attention can be modeled by means of inhibitory processes and by a threshold dynamics. The model is applied to the problem of disambiguating a number of theories for negative priming, an effect that is studied in connection to selective attention.
Original languageEnglish
Title of host publicationBiologically Inspired Cognitive Architectures 2012
Subtitle of host publicationProceedings of the Third Annual Meeting of the BICA Society
EditorsAntonio Chella, Roberto Pirrone, Rosario Sorbello, Rún Kamilla Jóhannsdóttir
Place of PublicationBerlin, Heidelberg
PublisherSpringer Berlin Heidelberg
Pages287-295
Number of pages9
ISBN (Electronic)978-3-642-34274-5
ISBN (Print)978-3-642-34273-8
DOIs
Publication statusPublished - 2013

Publication series

NameAdvances in Intelligent Systems and Computing
PublisherSpringer Berlin Heidelberg
Volume196
ISSN (Print)2194-5357

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