A Neural Global Workspace Model for Conscious Attention

Considerable progress is being made in interdisciplinary efforts to develop a general theory of the neural correlates of consciousness. Developments of Baars' Global Workspace theory over the past decade are examples of this progress. Integrating experimental data and models from cognitive psychology, AI and neuroscience, we present a neurocognitive model in which consciousness is defined as a global integration and dissemination system - nested in a large-scale, distributed array of specialized bioprocessors - which controls the allocation of the processing resources of the central nervous system. It is posited that this global control is effected via cortical 'gating' of a strategic thalamic nucleus. The basic circuitry of this neural system is reasonably well understood, and can be modeled, to a first approximation, employing neural network principles.

[1]  H. Groenewegen,et al.  The specificity of the ‘nonspecific’ midline and intralaminar thalamic nuclei , 1994, Trends in Neurosciences.

[2]  P. Johnson-Laird The computer and the mind: an introduction to cognitive science , 1988 .

[3]  Geoffrey E. Hinton,et al.  Adaptive Mixtures of Local Experts , 1991, Neural Computation.

[4]  A. Newell SOAR as a unified theory of cognition: Issues and explanations , 1992, Behavioral and Brain Sciences.

[5]  R. Llinás,et al.  The functional states of the thalamus and the associated neuronal interplay. , 1988, Physiological reviews.

[6]  Mircea Steriade,et al.  Dendrodendritic synapses in the cat reticularis thalami nucleus: a structural basis for thalamic spindle synchronization , 1985, Brain Research.

[7]  Michael I. Jordan,et al.  Learning piecewise control strategies in a modular neural network architecture , 1993, IEEE Trans. Syst. Man Cybern..

[8]  A. Zeman Attentional Processing. The Brain's Art of Mindfulness , 1996 .

[9]  J. Newman Thalmic Contributions to Attention and Consciousness , 1995, Consciousness and Cognition.

[10]  W. Penfield The Mystery of the Mind: A Critical Study of Consciousness and the Human Brain , 1975 .

[11]  Bernard J. Baars,et al.  Neuronal mechanisms of consciousness: A Relational Global Workspace framework. , 1998 .

[12]  Sung-Bae Cho,et al.  A neurocognitive model for attention and consciousness , 1997 .

[13]  T. Poggio,et al.  Multiplying with synapses and neurons , 1992 .

[14]  B. Baars Experimental slips and human error : exploring the architecture of volition , 1992 .

[15]  Paul McKevitt,et al.  Two Sciences of Mind , 1997 .

[16]  M. Posner Attention: the mechanisms of consciousness. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[17]  Denis Paré,et al.  Commentary on dreaming and wakefulness , 1991 .

[18]  Bernard J. Baars,et al.  A neurobiological interpretation of the global workspace theory of consciousness , 1994 .

[19]  B. Kushner Descartes' error. , 1998, Journal of AAPOS : the official publication of the American Association for Pediatric Ophthalmology and Strabismus.

[20]  C. Koch,et al.  Towards a neurobiological theory of consciousness , 1990 .

[21]  J. Kafka The Cognitive Unconscious , 1987, Science.

[22]  B. J. Baars A Global Workspace theory of conscious experience , 1994 .

[23]  K. Walsh Neuropsychology: A Clinical Approach , 1978 .

[24]  D. Brooks Neuropsychology: A Clinical Approach , 1978 .

[25]  John G. Taylor,et al.  A competition for consciousness? , 1996, Neurocomputing.

[26]  D. McCormick,et al.  Cellular mechanisms of a synchronized oscillation in the thalamus. , 1993, Science.

[27]  R. M. Siegel,et al.  Foundations of Cognitive Science , 1990, Journal of Cognitive Neuroscience.

[28]  R. Llinás,et al.  Of dreaming and wakefulness , 1991, Neuroscience.

[29]  Alexander H. Waibel,et al.  The Meta-Pi Network: Building Distributed Knowledge Representations for Robust Multisource Pattern Recognition , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[30]  James L. McClelland The programmable blackboard model of reading , 1986 .

[31]  Khashayar Pakdaman,et al.  Interneural delay modification synchronizes biologically plausible neural networks , 1994, Neural Networks.

[32]  James L. McClelland Putting Knowledge in its Place: A Scheme for Programming Parallel Processing Structures on the Fly , 1988, Cogn. Sci..

[33]  U. Eysel,et al.  EEG-dependent modulation of response dynamics of cat dLGN relay cells and the contribution of corticogeniculate feedback , 1992, Brain Research.

[34]  Paul Mc Kevitt,et al.  Two sciences of mind : readings in cognitive science and consciousness , 1997 .

[35]  A. Scheibel,et al.  The organization of the nucleus reticularis thalami: a Golgi study. , 1966, Brain research.

[36]  Geoffrey E. Hinton,et al.  A general framework for parallel distributed processing , 1986 .

[37]  G Mann,et al.  ON THE THALAMUS * , 1905, British medical journal.

[38]  James E. Skinner,et al.  Central Gating Mechanisms That Regulate Event-Related Potentials and Behavior , 1984 .

[39]  Lee D. Erman,et al.  The Hearsay-I Speech Understanding System: An Example of the Recognition Process , 1973, IEEE Transactions on Computers.

[40]  D. McCormick,et al.  Corticothalamic activation modulates thalamic firing through glutamate "metabotropic" receptors. , 1992, Proceedings of the National Academy of Sciences of the United States of America.

[41]  R. W. Guillery,et al.  New views of the thalamic reticular nucleus in the adult and the developing brain , 1993, Trends in Neurosciences.

[42]  Chris T. Bolliger,et al.  Smoking-Related Disorders , 1997 .

[43]  F. Crick Function of the thalamic reticular complex: the searchlight hypothesis. , 1984, Proceedings of the National Academy of Sciences of the United States of America.

[44]  J. Newman Reticular-thalamic activation of the cortex generates conscious contents , 1995, Behavioral and Brain Sciences.

[45]  Stevan Harnad,et al.  Why and How We Are Not Zombies , 1995 .

[46]  George L. Gerstein,et al.  Feature-linked synchronization of thalamic relay cell firing induced by feedback from the visual cortex , 1994, Nature.

[47]  E. G. Jones,et al.  The morphology of physiologically identified GABAergic neurons in the somatic sensory part of the thalamic reticular nucleus in the cat , 1985, The Journal of neuroscience : the official journal of the Society for Neuroscience.

[48]  Bernard J. Baars,et al.  Experimental slips and human error , 1992 .

[49]  Sompolinsky,et al.  Cooperative dynamics in visual processing. , 1991, Physical review. A, Atomic, molecular, and optical physics.

[50]  Stephen Grossberg,et al.  Synchronized oscillations during cooperative feature linking in a cortical model of visual perception , 1991, Neural Networks.

[51]  M. Stryker Is grandmother an oscillation? , 1989, Nature.

[52]  J. Newman,et al.  Putting the puzzle together, Part II: Towards a general theory of the neural correlates of consciousness , 1997 .

[53]  A. W. Andison,et al.  THE MYSTERY OF THE MIND. A Critical Study of Consciousness and the Human Brain , 1976 .

[54]  M S Gazzaniga,et al.  Brain and Conscious Experience , 1965, Springer Berlin Heidelberg.

[55]  C. Koch,et al.  Some reflections on visual awareness. , 1990, Cold Spring Harbor symposia on quantitative biology.

[56]  Michael S. Gazzaniga,et al.  The Social Brain: Discovering the Networks of the Mind , 1985 .

[57]  B. Baars,et al.  A Neural Attentional Model for Access to Consciousness: A Global Workspace Perspective , 1993 .

[58]  John G. Taylor,et al.  Mathematical Analysis of a Competitive Network for Attention , 1993 .

[59]  M. Posner,et al.  Attentional Mechanisms and Conscious Experience , 1992 .

[60]  William G. Faris Shadows of the Mind: A Search for the Missing Science of Consciousness , 1997 .

[61]  Sung-Bae Cho,et al.  Multiple network fusion using fuzzy logic , 1995, IEEE Trans. Neural Networks.

[62]  Bartlett W. Mel,et al.  Information Processing in Dendritic Trees , 1994, Neural Computation.

[63]  Alwyn C. Scott,et al.  Toward a Science of Consciousness II: The 1996 Tucson Discussions and Debates , 1998 .

[64]  Roger Penrose,et al.  Shadows of the mind - a search for the missing science of consciousness , 1994 .

[65]  Christof Koch,et al.  Computation and the single neuron , 1997, Nature.

[66]  P. Buser,et al.  Do cortical and thalamic bioelectric oscillations have a functional role? A brief survey and discussion , 1995, Journal of Physiology-Paris.

[67]  Edmund H. Durfee Cooperative Distributed Problem Solving Between (and Within) Intelligent Agents , 1993 .

[68]  G. F. Tremblay,et al.  The Prefrontal Cortex , 1989, Neurology.

[69]  B. Baars A cognitive theory of consciousness , 1988 .

[70]  J. Newman,et al.  Putting the puzzle together: towards a general theory of the neural correlates of consciousness , 1997 .

[71]  Marc Joliot,et al.  Content and context in temporal thalamocortical binding , 1994 .

[72]  Yong Yao,et al.  Model of biological pattern recognition with spatially chaotic dynamics , 1990, Neural Networks.

[73]  R. Jackendoff Consciousness and the Computational Mind , 1987 .

[74]  A. Parent,et al.  Functional anatomy of the basal ganglia. I. The cortico-basal ganglia-thalamo-cortical loop , 1995, Brain Research Reviews.