Literature DB >> 16307957

Applying global workspace theory to the frame problem.

Murray Shanahan1, Bernard Baars.   

Abstract

The subject of this article is the frame problem, as conceived by certain cognitive scientists and philosophers of mind, notably Fodor for whom it stands as a fundamental obstacle to progress in cognitive science. The challenge is to explain the capacity of so-called informationally unencapsulated cognitive processes to deal effectively with information from potentially any cognitive domain without the burden of having to explicitly sift the relevant from the irrelevant. The paper advocates a global workspace architecture, with its ability to manage massively parallel resources in the context of a serial thread of computation, as an answer to this challenge. Analogical reasoning is given particular attention, since it exemplifies informational unencapsulation in its most extreme form. Because global workspace theory also purports to account for the distinction between conscious and unconscious information processing, the paper advances the tentative conclusion that consciousness may go hand-in-hand with a solution to the frame problem in the biological brain.

Mesh:

Year:  2005        PMID: 16307957     DOI: 10.1016/j.cognition.2004.11.007

Source DB:  PubMed          Journal:  Cognition        ISSN: 0010-0277


  15 in total

1.  The brain's connective core and its role in animal cognition.

Authors:  Murray Shanahan
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2012-10-05       Impact factor: 6.237

2.  An Integrated World Modeling Theory (IWMT) of Consciousness: Combining Integrated Information and Global Neuronal Workspace Theories With the Free Energy Principle and Active Inference Framework; Toward Solving the Hard Problem and Characterizing Agentic Causation.

Authors:  Adam Safron
Journal:  Front Artif Intell       Date:  2020-06-09

Review 3.  What triggers explicit awareness in implicit sequence learning? Implications from theories of consciousness.

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Journal:  Psychol Res       Date:  2021-09-29

4.  Pro-cognitive drug effects modulate functional brain network organization.

Authors:  Carsten Giessing; Christiane M Thiel
Journal:  Front Behav Neurosci       Date:  2012-08-28       Impact factor: 3.558

5.  Converging intracranial markers of conscious access.

Authors:  Raphaël Gaillard; Stanislas Dehaene; Claude Adam; Stéphane Clémenceau; Dominique Hasboun; Michel Baulac; Laurent Cohen; Lionel Naccache
Journal:  PLoS Biol       Date:  2009-03-17       Impact factor: 8.029

Review 6.  Toward a computational theory of conscious processing.

Authors:  Stanislas Dehaene; Lucie Charles; Jean-Rémi King; Sébastien Marti
Journal:  Curr Opin Neurobiol       Date:  2013-12-29       Impact factor: 6.627

7.  Echoes of the brain within default mode, association, and heteromodal cortices.

Authors:  Rodrigo M Braga; David J Sharp; Clare Leeson; Richard J S Wise; Robert Leech
Journal:  J Neurosci       Date:  2013-08-28       Impact factor: 6.167

8.  Global workspace dynamics: cortical "binding and propagation" enables conscious contents.

Authors:  Bernard J Baars; Stan Franklin; Thomas Zoega Ramsoy
Journal:  Front Psychol       Date:  2013-05-28

9.  Cerebral responses to local and global auditory novelty under general anesthesia.

Authors:  Lynn Uhrig; David Janssen; Stanislas Dehaene; Béchir Jarraya
Journal:  Neuroimage       Date:  2016-08-05       Impact factor: 6.556

10.  Human brain functional network changes associated with enhanced and impaired attentional task performance.

Authors:  Carsten Giessing; Christiane M Thiel; Aaron F Alexander-Bloch; Ameera X Patel; Edward T Bullmore
Journal:  J Neurosci       Date:  2013-04-03       Impact factor: 6.167

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