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Explores a mode for symbolically intrepreting photos established upon a parallel implementation of a network-of-frames advised, for instance, via Minksy (1975), to explain clever processing.
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Extra resources for Picture Interpretation: A Symbolic Approach (Series in Machine Perception and Artificial Intelligence, Vol 20)
On the other hand considerable progress has been achieved by Ai Enterprises in building a “child machine”, trained by reinforcement learning to respond to symbols like an infant . The transcripts from the program have been evaluated by a developmental psychologist as a healthy bubbling of 18-month old baby. This is still only bubbling and it will be fascinating to see how far can one go in this way. The other challenging problem is answering the question of how is automatisation of response achieved by learning?
Brain and Behavioral Science 18 (1995) 617-657 3. : Rules of the Mind. J. (1993) 4. : Ergodtc theory, symbolic dynamics and hyperbolic spaces. Oxford University Press, Oxford, UK (1991) 5. : Neural Networks for Pattern Recognition. Oxford University Press (1995) 6. : AI: The Tumultuous History of the Search for Artificial lntelligence. Basic Books, New York (1993) 7. E. : Parallel distributed processing. The MIT Press, Cambridge, MA (1987) 8. Deerwester, Dumais, Landauer, Furnas, Harshman (1990) Indexing by latent semantic analysis, Journal of the American Society for Information Science 41(6): 391-407 9.
Whatever intelligent systems do, they are pursuing goals, which they themselves set out with or recognize as important for a given scene or application area. ) and must be able to autonomously break those goals down to specific settings, and to self-organize consistent goal hierarchies. The key issues in development of computational intelligence field according to Harold Szu lie in the area of unsupervised learning. The CI science is now in the cross road of taking the advantage of the exponential growth of information sciences modeling and linear growth of neurosciences experiments.