• DocumentCode
    2922175
  • Title

    All-optical pulse generator using nonlinear interference filters

  • Author

    Ruibo Wang ; Pochi Yeh ; Heng-Chia Chang ; Xianmin Yi

  • Author_Institution
    Dept. of Electr. & Comput. Eng., California Univ., Santa Barbara, CA, USA
  • fYear
    2000
  • fDate
    7-12 May 2000
  • Firstpage
    223
  • Lastpage
    224
  • Abstract
    Summary form only given.Pulse coupled neural network (PCNN) has been proven to be a useful tool in image transforms that remove unimportant details while improving the over-all quality of the image. In the basic model of the pulse coupled neuron proposed by Eckhorn et al. the pulse generator is the central processing unit. The firing rate of a single neuron is a sigmoidal function of the feeding input. Therefore the original input can be approximately recovered at any time by an average taken over many pulse periods because the pulse frequency is faster for stronger feeding inputs. An all-optical pulse generator using an external feedback loop has been reported previously. Here we present the results of research on a new all-optical pulse generator based on internal feedback by using nonlinear interference filters. We have studied and demonstrated the feasibility of single-channel optical pulse generators for applications in PCNNs.
  • Keywords
    Fabry-Perot interferometers; interference filters; optical neural nets; optical pulse generation; all-optical pulse generator; external feedback loop; feeding inputs; firing rate; nonlinear interference filters; pulse coupled neural network; pulse generator; single-channel optical pulse generators; Central Processing Unit; Feedback loop; Frequency; Interference; Neural networks; Neurons; Optical feedback; Optical filters; Optical pulses; Pulse generation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Lasers and Electro-Optics, 2000. (CLEO 2000). Conference on
  • Conference_Location
    San Francisco, CA, USA
  • Print_ISBN
    1-55752-634-6
  • Type

    conf

  • DOI
    10.1109/CLEO.2000.906940
  • Filename
    906940