Skip to main content
Erschienen in:
Buchtitelbild

2016 | OriginalPaper | Buchkapitel

The Cognitive Architecture Within the Natural-Constructive Approach

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The cognitive architecture designed within the natural-constructive approach to modeling the cognitive process is presented. This approach is based on the dynamical theory of information, the neurophysiology data, and neural computing (using the concept of dynamical formal neuron). It is shown that this architecture enables us to interpret and reproduce peculiar features of the human cognitive process, namely—uncertainty, individuality, intuitive and logical thinking, etc. It is shown that the human emotions could be interpreted as the derivative of the noise amplitude, with the absolute value reflects the degree of emotional reaction, while its sign corresponds to negative or positive emotion, respectively; thereby wide spread binary classification gets natural explanation.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: The concepts of intuition and logic within the frame of cognitive process modeling, pp. 105–107. In: Proceedings of the Third BICA (2012) Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: The concepts of intuition and logic within the frame of cognitive process modeling, pp. 105–107. In: Proceedings of the Third BICA (2012)
2.
Zurück zum Zitat Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: An architecture of thinking system within the dynamical theory of information. BICA 6, 147–158 (2013) Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: An architecture of thinking system within the dynamical theory of information. BICA 6, 147–158 (2013)
3.
Zurück zum Zitat Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: An architecture of cognitive system with account for emotional component. BICA 12, 144–154 (2015) Chernavskaya, O.D., Chernavskii, D.S., Karp, V.P., Nikitin, A.P., Shchepetov, D.S.: An architecture of cognitive system with account for emotional component. BICA 12, 144–154 (2015)
4.
Zurück zum Zitat Chernavskaya, O.D., Rozhylo, Y.A.: On possibility to imitate emotions and a “sense of humor” in an artificial cognitive system. In: Proceedings of the Eighth International Conference on “Cognitive-2016”, March 20–24, Rome, Italy (in press) (2016) Chernavskaya, O.D., Rozhylo, Y.A.: On possibility to imitate emotions and a “sense of humor” in an artificial cognitive system. In: Proceedings of the Eighth International Conference on “Cognitive-2016”, March 20–24, Rome, Italy (in press) (2016)
5.
Zurück zum Zitat Chernavskii, D.S.: Synergetics and Information. Dynamical Theory of Information, Moscow, URSS (in Russian) (2004) Chernavskii, D.S.: Synergetics and Information. Dynamical Theory of Information, Moscow, URSS (in Russian) (2004)
6.
Zurück zum Zitat FitzHugh, R.: Impulses and physiological states in theoretical models of nerve membrane. Biophys. J. 1, 445 (1961)CrossRef FitzHugh, R.: Impulses and physiological states in theoretical models of nerve membrane. Biophys. J. 1, 445 (1961)CrossRef
7.
Zurück zum Zitat Goldberg, E.: The New Executive Brain. Oxford University Press, Oxford (2009) Goldberg, E.: The New Executive Brain. Oxford University Press, Oxford (2009)
9.
Zurück zum Zitat Haken, H.: Information and Self-organization: A Macroscopic Approach to Complex Systems. Springer, New York (2000) Haken, H.: Information and Self-organization: A Macroscopic Approach to Complex Systems. Springer, New York (2000)
10.
Zurück zum Zitat Haykin, S.S.: Neural Networks and Learning Machines. Prentice Hall, New York (2009) Haykin, S.S.: Neural Networks and Learning Machines. Prentice Hall, New York (2009)
11.
Zurück zum Zitat Hebb, D.O.: The Organization of Behavior. Wiley, London (1949) Hebb, D.O.: The Organization of Behavior. Wiley, London (1949)
12.
Zurück zum Zitat Hopfield, J.J.: Neural networks and physical systems with emergent collective computational abilities. PNAS 79, 2554 (1982)MathSciNetCrossRef Hopfield, J.J.: Neural networks and physical systems with emergent collective computational abilities. PNAS 79, 2554 (1982)MathSciNetCrossRef
13.
Zurück zum Zitat Hudlicka, E.: Affective BICA: challenges and open questions. BICA 7, 98–125 (2014) Hudlicka, E.: Affective BICA: challenges and open questions. BICA 7, 98–125 (2014)
14.
Zurück zum Zitat Izhikevich, I.M., Edelman, G.M.: Large-scale model of mammalian thalamocortical systems. PNAS. 105 (9), 3593 (2008) Izhikevich, I.M., Edelman, G.M.: Large-scale model of mammalian thalamocortical systems. PNAS. 105 (9), 3593 (2008)
15.
Zurück zum Zitat Kohonen, T.: Self-organizing Maps. Springer, Berlin (2001) Kohonen, T.: Self-organizing Maps. Springer, Berlin (2001)
16.
Zurück zum Zitat Laird, J.E.: The Soar Cognitive Architecture. MIT Press, Cambridge (2012) Laird, J.E.: The Soar Cognitive Architecture. MIT Press, Cambridge (2012)
17.
Zurück zum Zitat Nagumo, J., Arimoto, S., Yashizawa, S.: An active pulse transmission line simulating nerve axon. Proc. IRE 50, 2062 (1962)CrossRef Nagumo, J., Arimoto, S., Yashizawa, S.: An active pulse transmission line simulating nerve axon. Proc. IRE 50, 2062 (1962)CrossRef
18.
Zurück zum Zitat Penrose, R.: Shadows of the Mind. Oxford University Press, Oxford (1989) Penrose, R.: Shadows of the Mind. Oxford University Press, Oxford (1989)
19.
Zurück zum Zitat Quastler, H.: The Emergence of Biological Organization. Yale University Press, New Haven (1964) Quastler, H.: The Emergence of Biological Organization. Yale University Press, New Haven (1964)
20.
Zurück zum Zitat Samsonovich, A.: Emotional biologically inspired cognitive architecture. B ICA 6, 109–125 (2013) Samsonovich, A.: Emotional biologically inspired cognitive architecture. B ICA 6, 109–125 (2013)
21.
Zurück zum Zitat Stirling, J., Eliott, R.: Introducing Neuropsychology. Psychology Press, New York (2010) Stirling, J., Eliott, R.: Introducing Neuropsychology. Psychology Press, New York (2010)
23.
Zurück zum Zitat Yakhno, V.G.: Basic models of hierarchy neuron-like systems and ways to analysis of some their complex reactions. Opt. Mem. Neuron Netw. 4(2), 141 (1995) Yakhno, V.G.: Basic models of hierarchy neuron-like systems and ways to analysis of some their complex reactions. Opt. Mem. Neuron Netw. 4(2), 141 (1995)
Metadaten
Titel
The Cognitive Architecture Within the Natural-Constructive Approach
verfasst von
Olga Chernavskaya
Copyright-Jahr
2016
DOI
https://doi.org/10.1007/978-3-319-32554-5_1