• DocumentCode
    3266189
  • Title

    Cognitive Dynamic Systems: An integrative field that will be a hallmark of the 21st century

  • Author

    Haykin, Simon

  • Author_Institution
    Cognitive Systems Laboratory, Dept. of Electrical and Computer Engineering, McMaster University, Canada
  • fYear
    2011
  • fDate
    18-20 Aug. 2011
  • Firstpage
    2
  • Lastpage
    2
  • Abstract
    The integrative field of Cognitive Dynamic Systems is inspired by the human brain, hence the four defining principles of what we mean be cognition: 1. The perception-action cycle, which provides for information gain attained by processing environmental observables from one cycle to the next. 2. Memory for predicting the consequences of actions taken by the system on the environment. 3. Attention for the allocation of available resources. 4. Intelligence, which builds on the previous three principles for decision-making aimed at intelligent choices in the face of unavoidable environmental uncertainties. In this lecture, I will elaborate on each one of these four principles. In particular, I will briefly describe Cognitive Radio and Cognitive Radar that have established themselves as two fast-emerging example applications of cognitive dynamic systems. I will conclude the lecture by describing the vision for a new generation of Cognitive Energy Systems inspired by the human brain.
  • Keywords
    brain; cognition; cognitive radio; cognitive systems; decision making; environmental factors; resource allocation; cognitive dynamic system; cognitive energy system; cognitive radar; cognitive radio; decision making; human brain; information gain; integrative field; perception-action cycle; resource allocation; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cognitive Informatics & Cognitive Computing (ICCI*CC ), 2011 10th IEEE International Conference on
  • Conference_Location
    Banff, AB
  • Print_ISBN
    978-1-4577-1695-9
  • Type

    conf

  • DOI
    10.1109/COGINF.2011.6016113
  • Filename
    6016113