• DocumentCode
    312633
  • Title

    Digital implementation of neural networks with quantized neurons

  • Author

    Tang, C.Z. ; Kwan, H.K.

  • Author_Institution
    Dept. of Electr. Eng., Windsor Univ., Ont., Canada
  • Volume
    1
  • fYear
    1997
  • fDate
    9-12 Jun 1997
  • Firstpage
    649
  • Abstract
    A new model of multilayer feedforward neural networks with quantized neurons is proposed in this paper. The proposed model has substantial advantage for digital VLSI implementation in terms of reduced silicon area and increased operational speed in application. The feasibility of this approach was verified by simulation results
  • Keywords
    VLSI; feedforward neural nets; neural chips; digital VLSI; multilayer feedforward neural network; operational speed; quantized neurons; silicon area; simulation; Backpropagation algorithms; Convergence; Feedforward neural networks; Multi-layer neural network; Neural network hardware; Neural networks; Neurons; Quantization; Silicon; Very large scale integration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1997. ISCAS '97., Proceedings of 1997 IEEE International Symposium on
  • Print_ISBN
    0-7803-3583-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.1997.608912
  • Filename
    608912
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=312633