Books and chapters
    -  Data Mining in Finance
Scientific Discovery and
       Computational Cognition

   Presentations and Video
   Ontological Data Mining
    -  Approach
    -  Theory and methods
     - Comparisons with
      other methods

   Computational Cognition
    -  Prediction problem
    -  Mearsurement theory
    -  Probabilistic formal

    -  Induction problem
    -  Natural classification
   Cognitive models
    -  Functional systems

    -  Computer models
    -  Perception
    -  Financial forecasting
    -  Bioinformatics
    -  Medicine
    -  Forensic Accounting
    -  Other
   Lectures and school-book
    -  Evgenii Vityaev
    -  Boris Kovalerchuk

Last updated 07/05/2020

Functional Systems Theory

  • E.E. Vityaev, A.V. Demin. Cognitive architecture based on the functional systems theory. Procedia Computer Science 145C (2018) pp. 623-628.

  • Vityaev E.E. A formal model of neuron that provides consistent predictions. Biologically Inspired Cognitive Architectures 2012. Proceedings of the Third Annual Meeting of the BICA Society (A. Chella, R.Pirrone, R. Sorbello, K.R. Johannsdottir, Eds). In Advances in Intelligent Systems and Computing, v.196, Springer: Heidelberg, New York, Dordrecht, London. 2013, pp. 339-344.

    Evgenii E. Vityaev, Alexander V. Demin Recursive subgoals discovery based on the functional systems theory. Biologically Inspired Cognitive Architectures 2011, A.V.Samsonovich, K.R.Johannsdottir (Eds), IOS Press, 2011, pp.425-430

  • Vityaev E.E. N.A.Bernshtein motions theory explanation. In: Proceedings of the all-Russian conference "Neuroinformatics-2005", part 1., oscow Engineers-Physical Institute, Moscow, 2005, pp.234-240 (in Russian)

  • Vityaev E.E. Purposefulness as the principle of brain activity. In: Models of cognitive process. (Computational Systems, v.158), Novosibirsk, 1997, p.9-52. (in Russian);

  • Vityaev E.E. Probabilistic forecasting and prediction as principle of brain activity. In: Measurement and models of cognitive processes. (Computational Systems, v.162), Novosibirsk, 1998, p.14-40. (in Russian);

  • Vityaev E.E. Formal model of brain activity founded on prediction principle. In: Models of cognitive process. (Computational Systems, v.164), Novosibirsk, 1998, p.3-62.(in Russian);