• DocumentCode
    3380255
  • Title

    Logic computation using coupled neural oscillators

  • Author

    Xu, Dongming ; Principe, Jose C. ; Harris, John G.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Florida Univ., Gainesville, FL, USA
  • Volume
    5
  • fYear
    2004
  • fDate
    23-26 May 2004
  • Abstract
    This work presents our recent work in using neural oscillators inspired by olfactory cortex models for Boolean logic computation. Two such coupled oscillators are sufficient to implement all the Boolean primitives (including AND, OR and XOR). Although the same computational model is being studied as a content addressable memory, these results indicate that additional computational power exists in this class of oscillatory neural networks. Detailed configuration of the proposed structure, experimental results and potential applications are presented.
  • Keywords
    Boolean functions; chemioception; content-addressable storage; logic gates; neural nets; neurophysiology; oscillators; Boolean logic computation; Boolean primitives; computational model; computational power; content addressable memory; coupled neural oscillators; olfactory cortex models; oscillatory neural networks; Associative memory; Biology computing; Brain modeling; Cellular neural networks; Computational modeling; Computer networks; Logic; Neural networks; Olfactory; Oscillators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2004. ISCAS '04. Proceedings of the 2004 International Symposium on
  • Print_ISBN
    0-7803-8251-X
  • Type

    conf

  • DOI
    10.1109/ISCAS.2004.1329926
  • Filename
    1329926