• DocumentCode
    1623309
  • Title

    A compact analogue radial basis function circuit

  • Author

    Marshall, G. ; Collins, S.

  • Author_Institution
    DRA Malvern, UK
  • fYear
    1995
  • Firstpage
    471
  • Lastpage
    476
  • Abstract
    We describe an analogue VLSI circuit which implements the radial basis function (RBF) algorithm, based around a compact Euclidean Distance calculator. A prototype chip has been fabricated and tested. First, we describe the RBF architecture and present results from the test chip. We then discuss the impact of device variations, which traditionally cause problems for analogue systems. Finally, we discuss the scaling of our results from the small test chip to a full-sized RBF system
  • Keywords
    CMOS analogue integrated circuits; VLSI; feedforward neural nets; integrated circuit testing; neural chips; neural net architecture; Euclidean Distance calculator; analogue VLSI circuit; analogue radial basis function circuit; integrated circuit testing; neural network architecture; prototype chip;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Artificial Neural Networks, 1995., Fourth International Conference on
  • Conference_Location
    Cambridge
  • Print_ISBN
    0-85296-641-5
  • Type

    conf

  • DOI
    10.1049/cp:19950602
  • Filename
    497865