• DocumentCode
    3618274
  • Title

    A MEMS based architecture of artificial neuron

  • Author

    R. Babic

  • fYear
    2004
  • fDate
    6/26/1905 12:00:00 AM
  • Firstpage
    113
  • Lastpage
    116
  • Abstract
    In this paper we propose an optical artificial neuron with synapses fulfilled through reflected light from MEMS mirrors. Its structure is thoroughly described and a detailed critical analysis of neuron performance is given, including issues of number of inputs, the change of synaptic weight, synapse weight setting precision to the prescribed value and even the influence of acoustic noise. Then we draw a conclusion about the effectiveness of such a configuration showing the applicability of MEMS technology to artificial neural networks, and give proposals for attaining effective neural systems.
  • Keywords
    "Micromechanical devices","Neurons","Mirrors","Optical interconnections","Nonlinear optics","Artificial neural networks","Integrated circuit interconnections","Biological system modeling","Very large scale integration","Optical modulation"
  • Publisher
    ieee
  • Conference_Titel
    Neural Network Applications in Electrical Engineering, 2004. NEUREL 2004. 2004 7th Seminar on
  • Print_ISBN
    0-7803-8547-0
  • Type

    conf

  • DOI
    10.1109/NEUREL.2004.1416548
  • Filename
    1416548