• DocumentCode
    1857731
  • Title

    Study of a sequence of neural oscillators

  • Author

    Prieto M., R. ; Perez S., J.L.

  • Author_Institution
    Lab. de Ingenieria Neuronal, Univ. Nacional Autonoma de Mexico, Mexico City
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    195
  • Lastpage
    198
  • Abstract
    Several computational processes in neural systems have been associated with periodic phenomena, such as mobile pattern recognition and composition of associative memories. Using neurons with a self-connection and a time delay in its response, we had built a two neuron circuit that presents a non trivial oscillatory behavior. We show the different responses that can be obtained from this kind of circuit; we show these responses cannot be obtained from a single neuron, even though it is stimulated with periodic inputs, as a consequence of the nonlinear characteristic of the oscillations produced by the first neuron. Finally, the characteristics of the response depend on the parameters of the two neurons, thus the effect of these parameters on the circuit response is revised
  • Keywords
    circuit oscillations; delays; neural nets; oscillators; circuit response; neural oscillators; oscillatory behavior; self-connection; time delay; two neuron circuit; Artificial neural networks; Associative memory; Biological neural networks; Biological system modeling; Chaos; Circuits; Computer networks; Neurons; Oscillators; Recurrent neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Design of Mixed-Mode Integrated Circuits and Applications, 1999. Third International Workshop on
  • Conference_Location
    Puerto Vallarta
  • Print_ISBN
    0-7803-5588-1
  • Type

    conf

  • DOI
    10.1109/MMICA.1999.833633
  • Filename
    833633