Towards learning 2.0

2008 1st Conference on IT Revolutions

Volumn , Issue , 2008, Pages

  Barnard, Etienne ^a   Palensky, Brigitte ^b   Palensky, Peter ^c   Bruckner, Dietmar ^d  

^a DSI CSIR Nanotechnology Innovation Centre   (South Africa)

^b University of Pretoria ^*

^c UNIVERSITY OF PRETORIA   (South Africa)

^d VIENNA UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EXPONENTIAL GROWTH; HISTORICAL PERSPECTIVE; HUMAN BEING; LEARNING COMPLEXITY; RESEARCH COMMUNITIES;

LEARNING SYSTEMS;

EID: 70349462460     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/ICST.ITREVOLUTIONS2008.5106     Document Type: Conference Paper

References (37)

1. E. Barnard, "Learnability and the "No Free Lunch" paradox", Submitted for publication, 2008
2. E. Barnard, D. Casasent, "Invariance and neural nets", IEEE Transactions on Neural Networks, Vol. 2, Nr. 5, pp. 498-508, 1991.
3. E.B. Baum, "What is thought", MIT Press, 2004.
4. A. Blum, R.L. Rivest, "Training a 3-node neural network is NPcomplete", Proceedings of the first annual workshop on Computational learning theory, pp. 9-18, August 03-05, 1988, MIT, Cambridge, Massachusetts, United States, 1988.
5. R.A. Brooks, "I, Rodney Brooks, Am a Robot", IEEE Spectrum 06.08, 2008.
6. R.A. Brooks, "Intelligence without representation", Artificial Intelligence 47, 139-159, 1991.
7. D. Bruckner, "Probabilistic Models in Building Automation, Recognizing Scenarios with Statistical Methods", Dissertation Thesis, Institute of Computer Technology, 2007.
8. D. Campbell, "Evolutionary epistemology", in H.C. Plotkin (Ed.), Learning, development and culture, pp. 73-107, New York: Wiley, 1982/1974.
9. D. Campbell, "Levels of organization, downward causation, and the selection-theory approach to evolutionary epistemology", in G. Greenberg & E. Tobach (Eds.), Theories of the evolution of knowing, pp. 1-18, Hillsdale NJ: Erlbaum, 1990.
10. Dietrich, D., Fodor, G, Zucker, G., Bruckner, D. (eds.): Simulating the Mind. Springer (2008)
11. M. Donald, "Origins of the modern mind: Three stages in the evolution of culture and cognition", Cambridge, MA: Harvard University Press, 1991.
12. R.O. Duda, P.E. Hart, D.G. Stork, "Pattern Classification", New York: Wiley-Interscience, 2001.
13. C. Gallistel, A.L. Brown, S. Carey, R. Gelman, and EC. Keil, "Lessons from animal learning for the study of cognitive development", in S. Carey and R. Gelman (editors), The Epigenesis of Mind, pp. 3-36, Lawrence Erlbaum, Hillsdale, NJ, 1991.
14. E.M. Gold, "Language Identification in the Limit." Information and Control 10:447-474. 1967.
15. D. Hart, B. Goertzel, "OpenCog: A Software Framework for Integrative Artificial General Intelligence", available online at www.agiri.org/ OpenCo~AGI-08.pdf
16. J.J. Hopfield, "Neural networks and physical systems with emergent collective computational abilities", Proceedings of the National Academy of Sciences of the USA, vol. 79 no. 8 pp. 2554-2558, 1982.
17. R. Kurzweil, "The Singularity Is Near: When Humans Transcend Biology" Viking, 2005.
18. D.B. Lenat , R.V. Guha, K. Pittman, D. Pratt and M. Shepherd, "Cyc: toward programs with common sense", Communications of the ACM, Volume 33, Number 8, pp. 30-49, 1990.
19. H. Markram, "The Blue Brain Project", Nature Reviews Neuroscience 7, 153-160, 2006.
20. J. McCarthy, M. Minsky, N. Rochester & C. Shannon. "A Proposal for the Dartmouth Summer Research Project on Artificial Intelligence", unpublished document, 1955. Available at http://www-formal.stanford.edu/jmc/ history/dartmouth/dartmouth.html
21. M.L. Minsky and S.A. Papert, "Perceptrons: An Introduction to Computational Geometry", MIT Press, Cambridge MA, 1969.
22. M.L. Minsky and S.A. Papert, "Perceptrons - expanded edition: An Introduction to Computational Geometry", Cambridge, MA: MIT Press, 1988.
23. K. Nelson, "Event knowledge: Structure and function in development", Hillsdale, NJ: Erlbaum, 1986.
24. K. Nelson, "Language in Cognitive Development", Cambridge University Press, 1996.
25. B. Palensky, "From Neuro-Psychoanalysis to Cognitive and Affective Automation Systems", VDM Verlag, Saarbruecken, 2008
26. S. Pinker, "The Language Instinct", New York: Morrow, 1994.
27. H.C. Plotkin, "An evolutionary epistemological approach to the evolution of intelligence". In H.J. Jerison & I. Jerison (Eds.), Intelligence and evolutionary biology, pp. 73-92, New York: Springer Verlag, 1988.
28. H.C. Plotkin, "Darwin machines and the nature of knowledge", Cambridge, MA: Harvard University Press, 1993.
29. G. Pratl, P. Palensky,"Project ARS - The next step towards an intelligent environment", Proceedings of the lEE International Workshop on Intelligent Environments", 2005.
30. E Rosenblatt, "The Perceptron: A Probabilistic Model for Information Storage and Organization in the Brain", Psychological Review, v65, No. 6, pp. 386-408, 1958.
31. D.E. Rumelhart, J.L. McClelland, "Parallel distributed processing: explorations in the microstructure of cognition", MIT Press, 1986.
32. H.A. Simon, "The Shape of Automation for Men and Management", New York: Harper & Row, 1965.
33. D.G. Stork (editor), "HAL's Legacy: 2001 's Computer as Dream and Reality", MIT Press, 1997.
34. M. Tomasello, "A.C. Kruger, H.H. Ratner, Cultural learning", Behavioral and Brain Sciences, 16, pp. 495-552, 1993.
35. V. Vinge, "The Coming Technological Singularity", Whole Earth Review, Winter 1993.
36. D.H. Wolpert, "The Lack of A Priori Distinctions between Learning Algorithms", Neural Computation, 8, pp. 1341-1390, 1996
37. T.R. Zentall, "Imitation in animals: Evidence, function, and mechanisms", Cybernetics & Systems, 32(1), pp. 53-96, 2001.