• DocumentCode
    512741
  • Title

    Phase signal embedment in densely frequency-multiplexed coherent neural networks

  • Author

    Limmanee, Amornrat ; Kawata, Sotaro ; Hirose, Akira

  • Author_Institution
    Dept. of Frontier Inf., Univ. of Tokyo, Tokyo, Japan
  • fYear
    2005
  • fDate
    6-8 June 2005
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    We propose a coherent neural network whose synaptic weights are embedded densely in volume hologram using a semiconductor laser so that the behavior is controlled by direct lightwave carrier-frequency modulation. A frequency-dependent learning obeys the complex-valued Hebbian rule. Experiments demonstrate that the system learns different output phase values dependently on the carrier frequency.
  • Keywords
    holography; light coherence; neural nets; semiconductor lasers; Hebbian rule; densely frequency-multiplexed coherent neural networks; direct lightwave carrier-frequency modulation; frequency-dependent learning; phase signal embedment; semiconductor laser; synaptic weights; volume hologram; Frequency; Holographic optical components; Holography; Neural networks; Neurons; Optical computing; Optical filters; Optical modulation; Optical signal processing; Phase modulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Photonics, 2005. IP 2005. OSA Topical Meeting on
  • Conference_Location
    Charlotte, NC
  • Print_ISBN
    978-1-4244-6637-5
  • Type

    conf

  • Filename
    5411904