Hardware acceleration of an immune network inspired evolutionary algorithm for medical diagnosis

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (ISBN)

3 Dyfyniadau (Scopus)

Crynodeb

This paper proposes the hardware implementation of a novel evolutionary algorithm inspired by protein/substrate binding exploited in artificial immune networks. The immune network inspired evolutionary algorithm has been developed in direct response to an application in clinical neurology, the diagnosis of Parkinson's Disease, but is now being considered for other more demanding applications where real-time processing of data is required. The inspiration for the algorithm and its proposed implementation in hardware is presented. The effectiveness of the approach is shown by results obtained from a software implementation.

Iaith wreiddiolSaesneg
TeitlEvolvable Systems
Is-deitlFrom Biology to Hardware - 8th International Conference, ICES 2008, Proceedings
GolygyddionGregory S. Hornby, Lukáš Sekanina, Pauline C. Haddow
CyhoeddwrSpringer Nature
Tudalennau34-46
Nifer y tudalennau13
ISBN (Argraffiad)3540858563, 9783540858560
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2008
Digwyddiad8th International Conference on Evolvable Systems: From Biology to Hardware, ICES 2008 - Prague, Y Weriniaeth Tsiec
Hyd: 21 Medi 200824 Medi 2008

Cyfres gyhoeddiadau

EnwLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Cyfrol5216 LNCS
ISSN (Argraffiad)0302-9743
ISSN (Electronig)1611-3349

Cynhadledd

Cynhadledd8th International Conference on Evolvable Systems: From Biology to Hardware, ICES 2008
Gwlad/TiriogaethY Weriniaeth Tsiec
DinasPrague
Cyfnod21 Medi 200824 Medi 2008

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