Intrinsic evolvable hardware implementation of a robust biological development model for digital systems

H Liu; J F Miller; A M Tyrrell

Intrinsic evolvable hardware implementation of a robust biological development model for digital systems

Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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
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
City	Washington
Period	25/06/05 → 29/06/05

Cite this

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title = "Intrinsic evolvable hardware implementation of a robust biological development model for digital systems",

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.",

author = "H Liu and Miller, {J F} and Tyrrell, {A M}",

year = "2005",

language = "English",

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pages = "87--92",

editor = "J Lohn and D Gwaltney and G Hornby and R Zebulum and D Keymeulen and A Stoica",

booktitle = "2005 Nasa/DoD Conference on Evolvable Hardware (EH-2005), Proceedings",

publisher = "IEEE Computer Society",

address = "United States",

note = "Genetic and Evolutionary Computation Conference ; Conference date: 25-06-2005 Through 29-06-2005",

}

Liu, H, Miller, JF & Tyrrell, AM 2005, Intrinsic evolvable hardware implementation of a robust biological development model for digital systems. in J Lohn, D Gwaltney, G Hornby, R Zebulum, D Keymeulen & A Stoica (eds), 2005 Nasa/DoD Conference on Evolvable Hardware (EH-2005), Proceedings. IEEE Computer Society, LOS ALAMITOS, pp. 87-92, Genetic and Evolutionary Computation Conference, Washington, 25/06/05.

Intrinsic evolvable hardware implementation of a robust biological development model for digital systems. / Liu, H; Miller, J F ; Tyrrell, A M.
2005 Nasa/DoD Conference on Evolvable Hardware (EH-2005), Proceedings. ed. / J Lohn; D Gwaltney; G Hornby; R Zebulum; D Keymeulen; A Stoica. LOS ALAMITOS: IEEE Computer Society, 2005. p. 87-92.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Intrinsic evolvable hardware implementation of a robust biological development model for digital systems

AU - Liu, H

AU - Miller, J F

AU - Tyrrell, A M

PY - 2005

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N2 - 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.

AB - 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.

M3 - Conference contribution

SN - 0-7695-2399-4

SP - 87

EP - 92

BT - 2005 Nasa/DoD Conference on Evolvable Hardware (EH-2005), Proceedings

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A2 - Gwaltney, D

A2 - Hornby, G

A2 - Zebulum, R

A2 - Keymeulen, D

A2 - Stoica, A

PB - IEEE Computer Society

CY - LOS ALAMITOS

T2 - Genetic and Evolutionary Computation Conference

Y2 - 25 June 2005 through 29 June 2005

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