Evolving Genetic Regulatory Networks for Hardware Fault Tolerance

  • Arne Koopman
  • Daniel Roggen
Part of the Lecture Notes in Computer Science book series (LNCS, volume 3242)

Abstract

We present a new approach that is able to produce an increased fault tolerance in bio-inspired electronic circuits. To this end, we designed hardware-friendly genetic regulatory networks based on a bio-inspired hardware architecture called POEtic tissue. To assess its preliminary functionality, the parameters of the genetic regulatory networks were evolved using genetic algorithms to achieve elementary behaviours, including patch growth and oscillations at various frequencies. The tolerance to faults was explored by inflicting several types of damage, and results show that the system exhibits capabilities to recover from them.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Arne Koopman
    • 1
  • Daniel Roggen
    • 2
  1. 1.Adaptive Intelligence Laboratory, Intelligent Systems Group, Institute for Information and Computing SciencesUtrecht UniversityThe Netherlands
  2. 2.Autonomous Systems LaboratoryInstitute of Systems Engineering, EPFLLausanneSwitzerland

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