• DocumentCode
    395575
  • Title

    Information transfer in neurons with depressing synapses

  • Author

    Srinivasan, S.H. ; Narayan, Ananth

  • Author_Institution
    Appl. Res. Group, Satyarn Comput. Services Ltd., Bangalore, India
  • Volume
    3
  • fYear
    2002
  • fDate
    18-22 Nov. 2002
  • Firstpage
    1587
  • Abstract
    It has been recently shown that depressing synapses selectively tune to specific frequencies. In this paper we explore the implications of this phenomenon at the network level. We consider three network configurations: feedforward network, two input neuron, and a recurrent network. We show that the frequency tuning is sharper for the feedforward network. Two input synapses have "excitatory" and "inhibitory" regimes and the recurrent network exhibits coherent firing.
  • Keywords
    bioelectric potentials; feedback; feedforward neural nets; neurophysiology; recurrent neural nets; Poisson spike trains; feedforward network; frequency tuning; information transfer; recurrent network; synapses; Central nervous system; Decorrelation; Frequency synchronization; Gain control; Information analysis; Intelligent networks; Neurofeedback; Neurons; Neurotransmitters; Tuning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
  • Print_ISBN
    981-04-7524-1
  • Type

    conf

  • DOI
    10.1109/ICONIP.2002.1202889
  • Filename
    1202889