Literature DB >> 16384715

A cognitive architecture that combines internal simulation with a global workspace.

Murray Shanahan1.   

Abstract

This paper proposes a brain-inspired cognitive architecture that incorporates approximations to the concepts of consciousness, imagination, and emotion. To emulate the empirically established cognitive efficacy of conscious as opposed to non-conscious information processing in the mammalian brain, the architecture adopts a model of information flow from global workspace theory. Cognitive functions such as anticipation and planning are realised through internal simulation of interaction with the environment. Action selection, in both actual and internally simulated interaction with the environment, is mediated by affect. An implementation of the architecture is described which is based on weightless neurons and is used to control a simulated robot.

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Year:  2005        PMID: 16384715     DOI: 10.1016/j.concog.2005.11.005

Source DB:  PubMed          Journal:  Conscious Cogn        ISSN: 1053-8100


  6 in total

1.  Dwelling quietly in the rich club: brain network determinants of slow cortical fluctuations.

Authors:  Leonardo L Gollo; Andrew Zalesky; R Matthew Hutchison; Martijn van den Heuvel; Michael Breakspear
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2015-05-19       Impact factor: 6.237

2.  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

3.  Towards an integrative theory of consciousness: part 2 (an anthology of various other models).

Authors:  Avinash De Sousa
Journal:  Mens Sana Monogr       Date:  2013-01

Review 4.  Cognitive Aspects of Comb-Building in the Honeybee?

Authors:  Vincent Gallo; Lars Chittka
Journal:  Front Psychol       Date:  2018-06-05

5.  Developing Self-Awareness in Robots via Inner Speech.

Authors:  Antonio Chella; Arianna Pipitone; Alain Morin; Famira Racy
Journal:  Front Robot AI       Date:  2020-02-19

6.  Good Old-Fashioned Artificial Consciousness and the Intermediate Level Fallacy.

Authors:  Riccardo Manzotti; Antonio Chella
Journal:  Front Robot AI       Date:  2018-04-18
  6 in total

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