THE STRENGTH OF WEAK ARTIFICIAL CONSCIOUSNESS

Machine (artificial) consciousness can be interpreted in both strong and weak forms, as an instantiation or as a simulation. Here, I argue in favor of weak artificial consciousness, proposing that synthetic models of neural mechanisms potentially underlying consciousness can shed new light on how these mechanisms give rise to the phenomena they do. The approach I advocate involves using synthetic models to develop "explanatory correlates" that can causally account for deep, structural properties of conscious experience. In contrast, the project of strong artificial consciousness — while not impossible in principle — has yet to be credibly illustrated, and is in any case less likely to deliver advances in our understanding of the biological basis of consciousness. This is because of the inherent circularity involved in using models both as instantiations and as cognitive prostheses for exposing general principles, and because treating models as instantiations can indefinitely postpone comparisons with empirical data.

[1]  V. Braitenberg Vehicles, Experiments in Synthetic Psychology , 1984 .

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

[3]  John R. Searle,et al.  Minds, brains, and programs , 1980, Behavioral and Brain Sciences.

[4]  G. Edelman,et al.  Consciousness and Complexity , 1998 .

[5]  Seth Bullock,et al.  Simulation models as opaque thought experiments , 2000 .

[6]  Brian L. Keeley Shocking Lessons from Electric Fish: The Theory and Practice of Multiple Realization , 2000, Philosophy of Science.

[7]  W. Singer,et al.  Temporal binding and the neural correlates of sensory awareness , 2001, Trends in Cognitive Sciences.

[8]  Daniel A. Wagenaar,et al.  The Neurally Controlled Animat: Biological Brains Acting with Simulated Bodies , 2001, Auton. Robots.

[9]  Geraint Rees,et al.  Neural correlates of consciousness in humans , 2002, Nature Reviews Neuroscience.

[10]  G. Edelman Naturalizing consciousness: A theoretical framework , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[11]  J. Changeux,et al.  A neuronal network model linking subjective reports and objective physiological data during conscious perception , 2003, Proceedings of the National Academy of Sciences of the United States of America.

[12]  Rick Grush,et al.  The emulation theory of representation: Motor control, imagery, and perception , 2004, Behavioral and Brain Sciences.

[13]  G. Tononi An information integration theory of consciousness , 2004, BMC Neuroscience.

[14]  Jeffrey L. Krichmar,et al.  Brain-Based Devices for the Study of Nervous Systems and the Development of Intelligent Machines , 2005, Artificial Life.

[15]  A. Seth Causal connectivity of evolved neural networks during behavior. , 2005, Network.

[16]  A. Zeman What in the world is consciousness? , 2005, Progress in brain research.

[17]  B. Baars,et al.  Criteria for consciousness in humans and other mammals , 2005, Consciousness and Cognition.

[18]  Anil K Seth,et al.  Theories and measures of consciousness: an extended framework. , 2006, Proceedings of the National Academy of Sciences of the United States of America.

[19]  Hod Lipson,et al.  Resilient Machines Through Continuous Self-Modeling , 2006, Science.

[20]  Igor Aleksander,et al.  Depictive architectures for synthetic phenomenology , 2007 .

[21]  T. Metzinger,et al.  Video Ergo Sum: Manipulating Bodily Self-Consciousness , 2007, Science.

[22]  C. Koch,et al.  Can machines be conscious? , 2008, IEEE Spectrum.

[23]  Giulio Tononi,et al.  Integrated Information in Discrete Dynamical Systems: Motivation and Theoretical Framework , 2008, PLoS Comput. Biol..

[24]  C. Koch,et al.  The Neural Correlates of Consciousness , 2008, Annals of the New York Academy of Sciences.

[25]  Axel Cleeremans,et al.  Measuring consciousness: relating behavioural and neurophysiological approaches , 2008, Trends in Cognitive Sciences.

[26]  Ron Chrisley,et al.  Philosophical foundations of artificial consciousness , 2008, Artif. Intell. Medicine.

[27]  Timothy B. Stockwell,et al.  Complete Chemical Synthesis, Assembly, and Cloning of a Mycoplasma genitalium Genome , 2008, Science.

[28]  Anil K. Seth,et al.  Axioms, properties and criteria: Roles for synthesis in the science of consciousness , 2008, Artif. Intell. Medicine.

[29]  G. Edelman,et al.  Large-scale model of mammalian thalamocortical systems , 2008, Proceedings of the National Academy of Sciences.

[30]  P. Haggard Human volition: towards a neuroscience of will , 2008, Nature Reviews Neuroscience.

[31]  Anil K. Seth,et al.  Explanatory Correlates of Consciousness: Theoretical and Computational Challenges , 2009, Cognitive Computation.