• DocumentCode
    396716
  • Title

    Toward an analog VLSI implementation of adaptive resonance theory (ART2)

  • Author

    Ganapathy, Senthil Kumar ; Titus, Albert H.

  • Author_Institution
    Dept. of Electr. Eng., Buffalo Univ., NY, USA
  • Volume
    2
  • fYear
    2003
  • fDate
    20-24 July 2003
  • Firstpage
    936
  • Abstract
    We describe the architecture for an analog VLSI implementation of the ART2 network. This design uses primary analog circuitry, with some digital clocking for controlling switches for storage and timing. The system operates in current-mode, which simplifies much of the circuitry. The network is broken into four major blocks and we describe the circuitry that can implement these blocks. This represents an important first step toward an analog hardware implementation of ART2.
  • Keywords
    ART neural nets; VLSI; analogue integrated circuits; current-mode circuits; adaptive resonance theory; analog VLSI implementation; digital clocking; primary analog circuitry; switch control; Artificial neural networks; Circuits; Clocks; Digital control; Equations; Neural network hardware; Pattern recognition; Resonance; Very large scale integration; Voltage;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2003. Proceedings of the International Joint Conference on
  • ISSN
    1098-7576
  • Print_ISBN
    0-7803-7898-9
  • Type

    conf

  • DOI
    10.1109/IJCNN.2003.1223816
  • Filename
    1223816