Abstract
An intrinsic evolvable hardware platform was realized to accelerate the evolutionary search process of a biologically inspired developmental model targeted at off-shelf FPGA implementation. The model has the capability of exhibiting very large transient fault-tolerance. The evolved circuits make up a digital "organism" from identical cells which only differ in internal states. Organisms implementing a 2-bit multiplier were evolved that can "recover" from almost any kinds of transient faults. This paper focuses on the design concerns and details of the evolvable hardware system, including the digital organism/cell and the intrinsic FPGA-based evolvable hardware platform.
Original language | English |
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Title of host publication | 2005 Nasa/DoD Conference on Evolvable Hardware (EH-2005), Proceedings |
Editors | J Lohn, D Gwaltney, G Hornby, R Zebulum, D Keymeulen, A Stoica |
Place of Publication | LOS ALAMITOS |
Publisher | IEEE Computer Society |
Pages | 87-92 |
Number of pages | 6 |
ISBN (Print) | 0-7695-2399-4 |
Publication status | Published - 2005 |
Event | Genetic and Evolutionary Computation Conference - Washington Duration: 25 Jun 2005 → 29 Jun 2005 |
Conference
Conference | Genetic and Evolutionary Computation Conference |
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City | Washington |
Period | 25/06/05 → 29/06/05 |