Evolving Static Hardware Redundancy for Defect Tolerant FPGAs

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@PhdThesis{Djupdal:thesis,
  author =       "Asbjoern Djupdal",
  title =        "Evolving Static Hardware Redundancy for Defect
                 Tolerant {FPGAs}",
  school =       "Department of Computer and Information Science,
                 Faculty of Information Technology, Mathematics and
                 Electrical Engineering, Norwegian University of Science
                 and Technology",
  year =         "2008",
  address =      "Trondheim",
  month =        "24 " # apr,
  isbn13 =       "978-82-471-6874-5",
  keywords =     "genetic algorithms, genetic programming, cartesian
                 genetic programming, EHW",
  URL =          "http://www.idi.ntnu.no/research/doctor_theses/djupdal.pdf",
  size =         "136 pages",
  abstract =     "Integrated circuits have been in constant progression
                 since the first prototype in 1958. The semiconductor
                 industry has maintained a constant rate of
                 miniaturisation of transistors and wires, resulting in
                 ever increasing speed, size and complexity of circuits.
                 One challenge that has always been present is reduced
                 yield due to production defects. A certain amount of
                 chips must be scrapped because production defects have
                 rendered the chips unusable. Recent predictions suggest
                 that the average number of production defects per chip
                 will rise drastically in the future as CMOS scaling
                 approaches the physical limits of what is possible to
                 manufacture. If these predictions are true, circuits
                 should exhibit some level of tolerance to defects so to
                 keep yield at acceptable levels.

                 The main contribution of the thesis is to the field of
                 defect tolerance, with a focus on FPGAs. Apart from the
                 widespread employment of FPGAs, two technical reasons
                 make the FPGA especially suited for inclusion of defect
                 tolerance techniques. The regular structure of the FPGA
                 can be exploited for efficient redundancy techniques.
                 In addition, the FPGA can be seen as a bridge between
                 production and the application designer. Through defect
                 tolerance techniques incorporated transparently in the
                 FPGA, a fully functioning gate array can be provided to
                 the application designer despite defects from
                 production.

                 The approach taken in this thesis is to search for new
                 ways of introducing static hardware redundancy in a
                 circuit through the application of artificial
                 evolution. However, the challenge of applying
                 evolutionary techniques provided a secondary
                 contribution. The work provides a contribution to the
                 field of artificial evolution and the subfield
                 evolvable hardware (EHW) by addressing ways in which
                 such techniques may be applied to search for
                 non-specifiable structures. The work is also bridging
                 the fields of EHW and traditional hardware design and
                 reliability metrics have been investigated for the
                 purpose of comparing evolved and traditionally designed
                 circuits.

                 Redundant structures are first evolved for gate level
                 circuits where both voter based solutions and more
                 intricate non-voter based solutions are achieved.
                 Transistor level redundancy structures are targeted
                 next to approach the main goal of defect tolerance for
                 FPGAs. A defect tolerant inverter is evolved which
                 forms the basis of a general defect tolerance
                 technique, termed the Multiple Short-Open (MSO)
                 technique. The FPGA look-up table (LUT) is one of the
                 essential components of the FPGA and a defect tolerant
                 LUT is, therefore, constructed applying the MSO
                 technique. An evolutionary experiment is also conducted
                 where a defect tolerant 1-input LUT is evolved
                 directly.",
  notes =        "http://www.idi.ntnu.no/news/index.php?news=112

                 24th of April Asbjoern Djupdal completed his trial
                 lecture and thesis defence, and he will eventually be
                 awarded the PhD degree. The PhD was completed at the
                 Computer Architecture and Design group, with associate
                 professor Pauline Haddow as supervisor.

                 He defended his PhD thesis: Evolving Static Hardware
                 Redunancy for Defect Tolerant FPGAs",
}

Genetic Programming entries for Asbjoern Djupdal

Citations