• DocumentCode
    313630
  • Title

    A role for the hippocampal system in the learning of distal cortical associations

  • Author

    Wallace, J.G. ; Bluff, K.

  • Author_Institution
    Swinburne Univ. of Technol., Hawthorn, Vic., Australia
  • Volume
    1
  • fYear
    1997
  • fDate
    9-12 Jun 1997
  • Firstpage
    554
  • Abstract
    Clarification is required of the origins and capabilities of subsymbolic processing proceeding within local cortical areas and of the connections providing distal access between them. In tackling problems of distal association we focus on local neural areas engaging in integrated subsymbolic processing. Synchronization of responses of spatially separated local cortical areas with zero-phase lag provides the definition of association. Synchronous modulation of the excitability of local areas is adopted as a means of influencing the probability of them engaging in synchronous firing. The source of the modulation is a proposed mechanism for resolving the problems posed by cortical separation of local areas and the determination of their shared, specific contextual relevance. The mechanism involves the assumption that, in human cognition, local cortical areas can be substituted for sensory input from portions of the environment and via entorhinal cortex become represented as place fields in the hippocampus. This proposal conforms to the definition of `co-option´ in that preexisting structures which perform a particular function are presumed to be enlisted for a new use that is selectively advantageous in evolutionary terms. The proposed mechanism and its potential contribution to solution of the problem of identification of appropriate distal cortical associations are described
  • Keywords
    brain models; learning (artificial intelligence); neural nets; neurophysiology; co-option; distal access; distal cortical association learning; entorhinal cortex; excitability; hippocampal system; hippocampus; human cognition; place fields; response synchronization; spatially separated local cortical areas; subsymbolic processing; synchronous firing probability; synchronous modulation; zero-phase lag; Australia; Cognition; Couplings; Frequency synchronization; Hippocampus; Humans; Information processing; Proposals; Resonance; Spatial resolution;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks,1997., International Conference on
  • Conference_Location
    Houston, TX
  • Print_ISBN
    0-7803-4122-8
  • Type

    conf

  • DOI
    10.1109/ICNN.1997.611729
  • Filename
    611729