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A cognitive architecture that combines internal simulation with a global workspace

by: Murray Shanahan

In: Consciousness and Cognition, Vol. 15 (2006) , p. 433-449.

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.

Description

diverse cognitive systems bib

BibTeX record

@article{Shanahan:2006,
  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. },
  added-at = {2009-06-26T15:25:19.000+0200},
  author = {Shanahan, Murray},
  biburl = {http://www.bibsonomy.org/bibtex/20e0e515c548f78d57e40b9a518baae32/butz},
  description = {diverse cognitive systems bib},
  interhash = {435891ea40e56d4e2d14b45a5ea438b8},
  intrahash = {0e0e515c548f78d57e40b9a518baae32},
  journal = {Consciousness and Cognition},
  keywords = {imported},
  owner = {martin},
  pages = {433-449},
  timestamp = {2009-06-26T15:25:19.000+0200},
  title = {A cognitive architecture that combines internal simulation with a
	global workspace},
  volume = 15,
  year = 2006
}

Endnote record