• DocumentCode
    1797876
  • Title

    How might the brain represent complex symbolic knowledge?

  • Author

    Goertzel, Ben

  • Author_Institution
    OpenCog Found., Rehoboth, DE, USA
  • fYear
    2014
  • fDate
    6-11 July 2014
  • Firstpage
    2587
  • Lastpage
    2591
  • Abstract
    A novel category of theories is proposed, providing a potential explanation for the representation of complex knowledge in the human (and, more generally, mammalian) brain. Firstly, a "glocal" representation for concepts is suggested, involving localized representations in a sparse network of "concept neurons" in the Medial Temporal Lobe, coupled with a complex dynamical attractor representation in other parts of cortex. Secondly, it is hypothesized that a combi-natory logic like representation is used to encode abstract relationships without explicit use of variable bindings, perhaps using systematic asynchronization among concept neurons to indicate an analogue of the combinatory-logic operation of function application. While unraveling the specifics of the brain\´s knowledge representation mechanisms will require data beyond what is currently available, the approach presented here provides a class of possibilities that is neurally plausible and bridges the gap between neurophysiological realities and mathematical and computer science concepts.
  • Keywords
    brain; neurophysiology; abstract relationships; combinatory logic like representation; combinatory-logic operation; complex symbolic knowledge representation; concept neurons network; dynamical attractor representation; global concept representation; medial temporal lobe; systematic asynchronization; variable bindings; Brain models; Cognition; Coherence; Knowledge representation; Neurons; Systematics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks (IJCNN), 2014 International Joint Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4799-6627-1
  • Type

    conf

  • DOI
    10.1109/IJCNN.2014.6889662
  • Filename
    6889662