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2004
Springer

Evolving Genetic Regulatory Networks for Hardware Fault Tolerance

10 years 4 months ago
Evolving Genetic Regulatory Networks for Hardware Fault Tolerance
We present a new approach that is able to produce an increased fault tolerance in bio-inspired electronic circuits. To this end, we designed hardwarefriendly 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.
Arne Koopman, Daniel Roggen
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where PPSN
Authors Arne Koopman, Daniel Roggen
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