• DocumentCode
    2971804
  • Title

    A new approach to storing temporal sequences

  • Author

    Privitera, Claudio M. ; Morasso, Pietro

  • Author_Institution
    Dept. Inf. Syst., Genoa Univ., Italy
  • Volume
    3
  • fYear
    1993
  • fDate
    25-29 Oct. 1993
  • Firstpage
    2745
  • Abstract
    From a neurophysiological point of view, to generate a temporal sequence is equivalent to correctly synchronize in time, patterns which are already known by the brain (e.g. the phonemes which compose the words). In this paper, we propose an architecture for representing the patterns based on a two-dimensional map, where the processing elements are micro-columns composed by three elements in cascade. The map is the common substrate exploited both in the generation and in the perception phase (i.e. during the observation and learning process of a new sequence).
  • Keywords
    neural nets; neurophysiology; physiological models; synchronisation; brain; learning process; neural nets; neurophysiology; perception phase; synchronization; temporal sequence storage; two-dimensional map; Biological neural networks; Lips; Motor drives; Neurons; Robots; Shape; Speech; Tongue;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
  • Print_ISBN
    0-7803-1421-2
  • Type

    conf

  • DOI
    10.1109/IJCNN.1993.714291
  • Filename
    714291