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Synthetic cognitive development

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Abstract

The human cognitive system is a remarkable exemplar of a general intelligent system whose competence is not confined to a specific problem domain. Evidently, general cognitive competences are a product of a prolonged and complex process of cognitive development. Therefore, the process of cognitive development is a primary key to understanding the emergence of intelligent behavior. This paper develops the theoretical foundations for a model that generalizes the process of cognitive development. The model aims to provide a realistic scheme for the synthesis of scalable cognitive systems with an open-ended range of capabilities. Major concepts and theories of human cognitive development are introduced and briefly explored, focusing on the enactive approach to cognition and the concept of sense-making. The initial scheme of human cognitive development is then generalized by introducing the philosophy of individuation and the abstract mechanism of transduction. The theory of individuation provides the ground for the necessary paradigmatic shift from cognitive systems as given products to cognitive development as a formative process of self-organization. Next, the conceptual model is specified as a scalable scheme of networks of agents. The mechanisms of individuation are formulated in context-independent information theoretical terms. Finally, the paper discusses two concrete aspects of the generative model – mechanisms of transduction and value modulating systems. These are topics of further research towards an implementable architecture.

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References

  1. R.L. Carhart-Harris, R. Leech, P.J. Hellyer, M Shanahan, A. Feilding, E. Tagliazucchi, D.R. Chialvo, D. Nutt, Frontiers in Human Neuroscience 8, 20 (2014), DOI: 10.3389/fnhum.2014.00020, http://journal.frontiersin.org/Journal/10.3389/fnhum.2014.00020/abstract

    Article  Google Scholar 

  2. A. Clark, Whatever next? predictive brains, situated agents, and the future of cognitive science. Behav. Brain Sci. (2012), http://bi.snu.ac.kr/Courses/aplc12/3-2.pdf

  3. M. Combes, T. LaMarre, Gilbert Simondon and the Philosophy of the Transindividual (Duke Univ Press, 2013), http://differences.dukejournals.org/content/24/1/local/advertising.pdf

  4. J. Cooper, Cognitive Dissonance: 50 Years of a Classic Theory. SAGE (2007), ISBN 9781849203449

  5. A. Damasio, Descartes’ Error: Emotion, Reason and the Human Brain (Random House, 2008), ISBN 9781407072067

  6. H.D. Jaegher, E. Di Paolo, Phenomenol. Cognitive Sci. 6, 485 (2007), http://link.springer.com/article/10.1007/s11097-007-9076-9

    Article  Google Scholar 

  7. M. DeLanda, Intensive science and virtual philosophy (A&C Black, 2013), http://books.google.com/books?hl=en&lr=&id=dUhMAQAAQBAJ&oi=fnd&pg=PP1&dq=Delanda+&ots=PuRQ967wZB&sig=b9DEwZclLMUbQd3OUlNkhUbidhc

  8. G. Deleuze, Difference and Repetition, Trans. Paul Patton (New York: Columbia University Press, 1994)

  9. E.A. Di Paolo, M. Rohde, H. De Jaegher, Horizons for the enactive mind: Values, social interaction, and play. In Enaction: Towards a new paradigm for cognitive science (MIT Press, Cambridge, Mass, 2010), p. 33, http://books.google.com/books?hl=en&lr=&id=UtFDJx-gysQC&oi=fnd&pg=PA33&dq=horizons+for+the+enactive+mind&ots=Icr-X–8Ng&sig=ycvbLmUNmWhgwctRmUvjgx5_1hA

  10. E.A.D. Paolo, H.D. Jaegher, Frontiers Human Neurosci. 6, 163 (2012), DOI: 10.3389/fnhum.2012.00163, http://journal.frontiersin.org/Journal/10.3389/fnhum.2012.00163/full

    Article  Google Scholar 

  11. G.M. Edelman, J.A. Gally, Frontiers Integrative Neurosci. 7 (2013), ISSN 1662-5145, DOI:10.3389/fnint.2013.00063, http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3753453/

  12. G.M. Edelman, V.B. Mountcastle, The mindful brain: cortical organization and the group-selective theory of higher brain function, Neurosciences Research Program (MIT Press, Cambridge, 1982), ISBN 0262550075 9780262550079 026205020X 9780262050203

  13. G.M. Edelman, G. Tononi, A universe of Consciousness: How Matter Becomes Imagination (Basic Books, 2000), http://books.google.com/books?hl=en&lr=&id=SCntU3_BmtUC&oi=fnd&pg=PR1&dq=tononi+edelman&ots=ZFtAsWPqgX&sig=WKG4lzk6PU-SZsZ1x0wq3fhmcfw

  14. G.M. Edelman, Neural Darwinism: The Theory of Neuronal Group Selection (Basic Books, 1987)

  15. J.-M. Fellous, The Neuroscientist 5, 283 (1999), ISSN 1073-8584, 1089-4098, DOI: 10.1177/107385849900500514, http://nro.sagepub.com/content/5/5/283

    Article  Google Scholar 

  16. J.-M. Fellous, Architectures for Modeling Emotion: Cross-Disciplinary Foundations, American Association for Artificial Intelligence (2004), p. 39

  17. K.J. Friston, G. Tononi, G.N. Reeke Jr., O. Sporns, G.M. Edelman, Neuroscience 59, 229 (1994), http://www.sciencedirect.com/science/article/pii/0306452294905924

    Article  Google Scholar 

  18. E. Harmon-Jones, Cognitive dissonance theory, edited by Harold Pashler, F. Crane, M. Kinsbourne, R. Zemel, Encyclopedia of Mind (Sage Publications, Thousand Oaks, CA, 2012), http://www.socialemotiveneuroscience.org/pubs/ehj_dissonance_encyclopedia_human_minda.pdf

  19. F. Heylighen, Self-organization in communicating groups: The emergence of coordination, shared references and collective intelligence, edited by N. Massip-Bonet, A. Bastardas-Boada, Complexity Perspectives on Language, Communication and Society, Understanding Complex Systems (Springer Berlin Heidelberg, 2013), p. 117, ISBN 978-3-642-32816-9, 978-3-642-32817-6, http://link.springer.com/chapter/10.1007/978-3-642-32817-6_10

  20. A. Iliadis, Communication+ 1, 2, 5 (2013), http://scholarworks.umass.edu/cpo/vol2/iss1/5/

    Google Scholar 

  21. R. Kegan, The Evolving Self: Problem and Process in Human Development (Harvard University Press, Cambridge, Mass, 1982), ISBN 0674272307 9780674272309 0674272315 9780674272316

  22. G. Klein, B. Moon, R.R. Hoffman, IEEE Intelligent Systems 21, 70 (2006), ISSN 1541-1672, DOI: 10.1109/MIS.2006.75

    Article  Google Scholar 

  23. L. Kohlberg, C. Gilligan, The adolescent as a philosopher: The discovery of the self in a postconventional world, Daedalus (1971), p. 1051

  24. H. Maturana, F. Varela, Autopoiesis and cognition: The realization of the living, Vol. 42 (Springer, 1980)

  25. M. McGann, Enactive cognition: A cognition briefing (2008), http://www.vernon.eu/euCognition/cognition_briefing_enactive_cognition.htm

  26. L. Pessoa, Scholarpedia 4, 4567 (2009), ISSN 1941-6016, DOI: 10.4249/scholarpedia.4567z, http://www.scholarpedia.org/article/Cognition_and_emotion

    Article  ADS  Google Scholar 

  27. J. Piaget, Genetic Epistemology (Piter, Saint Petersburg, 2004) 5 edition, ISBN 5-318-00032-0

  28. D.L. Schacter, D.T. Gilbert, D.M. Wegner, Psychology (Worth Publishers, 2010), ISBN 9781429237192

  29. C.E. Shannon, ACM SIGMOBILE Mobile Comput. Comm. Rev. 5, 3 (2001), http://dl.acm.org/citation.cfm?id=584093

    Article  Google Scholar 

  30. G. Simondon, Incorporations 6, 296 (1992), http://www.academia.edu/download/30916734/simondon_genesis_of_the_individual.pdf

    Google Scholar 

  31. G. Simondon, L'individuation la lumire des notions de forme et d'information (Editions Jrme Millon, Grenoble, 2005), ISBN 978-2-84137-181-5

  32. G. Simondon, Parrhesia 7, 4 (2009), http://www.parrhesiajournal.org/parrhesia07/parrhesia07_simondon1.pdf

    Google Scholar 

  33. F. Summers, Object Relations Theories and Psychopathology: A Comprehensive Text (Analytic Press, 1994), ISBN 9780881631555

  34. P. Thagard, Coherence in Thought and Action (MIT Press, 2002), http://books.google.com/books?hl=en&lr=&id=Px0vctI8eGQC&oi=fnd&pg=PR11&dq=thagard+coherence+in+thought+and+action&ots=VYSutgdHe1&sig=LGYP4ZBF3xjbK_vQOvuPQNXR6hY

  35. G. Tononi, Biol. Bull. 215, 216 (2008)

    Article  Google Scholar 

  36. G. Tononi, BMC Neuroscience 5, 42 (2004), ISSN 1471-2202, DOI: 10.1186/1471-2202-5-42, http://www.biomedcentral.com/1471-2202/5/42/abstract

    Article  Google Scholar 

  37. G. Tononi, O. Sporns, G.M. Edelman, Cerebral Cortex 2, 310 (1992), http://cercor.oxfordjournals.org/content/2/4/310.short

    Article  Google Scholar 

  38. D.R. Weinbaum, Found. Sci. 20, 283 (2015), ISSN 1233-1821, 1572-8471, DOI: 10.1007/s10699-014-9370-2, http://link.springer.com/article/10.1007/s10699-014-9370-2

    Article  Google Scholar 

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Authors and Affiliations

  1. The Global Brain Institute, Vrije Universiteit Brussels (VUB), Krijgskundestraat 33, 1160, Brussels, Belgium

    D. Weinbaum (Weaver) & V. Veitas

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  1. D. Weinbaum (Weaver)
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  2. V. Veitas
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Correspondence to D. Weinbaum (Weaver) or V. Veitas.

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Weinbaum (Weaver), D., Veitas, V. Synthetic cognitive development. Eur. Phys. J. Spec. Top. 226, 243–268 (2017). https://doi.org/10.1140/epjst/e2016-60088-2

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