• DocumentCode
    1051026
  • Title

    Evolvable hardware using context switchable fuzzy inference processor

  • Author

    Lim, M.H. ; Cao, Q. ; Li, J.H. ; Ng, W.L.

  • Author_Institution
    Sch. of Electr. & Electron. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    151
  • Issue
    4
  • fYear
    2004
  • fDate
    7/18/2004 12:00:00 AM
  • Firstpage
    301
  • Lastpage
    311
  • Abstract
    To achieve real-time performance for some applications of fuzzy systems it is necessary to realise the inference module in hardware. By the same token, real-time applications of evolvable fuzzy hardware systems require the realisation of systems as hardware that can be conveniently reconfigured. A good example of such a scenario is illustrated for the case of asynchronous transfer mode cell scheduling. Since the domain rule-set is expected to evolve during normal operation, it is imperative that the hardware supporting the fuzzy reasoning should be easily reconfigurable. To address this requirement a reconfigurable fuzzy inference chip (RFIC) is described that supports online rule-set reconfigurability. The overall methodology of designing evolvable fuzzy hardware systems based on an RFIC as the core inference processor is presented. The RFIC is an in-system context-switchable inference processor for evolvable fuzzy hardware. Hardware architectural details of the RFIC are presented and its performance simulated to verify its functionality and applicability.
  • Keywords
    adders; evolutionary computation; fault tolerance; logic design; adder circuits; analogue electronic property; artificial evolution; bio-inspired hardware systems; digital circuit designs; failrate; fault-tolerant design; multiplier circuits; noise-robust digital design; robust designs generation; systems robustness; systems tolerance;
  • fLanguage
    English
  • Journal_Title
    Computers and Digital Techniques, IEE Proceedings -
  • Publisher
    iet
  • ISSN
    1350-2387
  • Type

    jour

  • DOI
    10.1049/ip-cdt:20040666
  • Filename
    1318865