Real-world applications of analog and digital evolvable hardware

Citation
T. Higuchi et al., Real-world applications of analog and digital evolvable hardware, IEEE T EV C, 3(3), 1999, pp. 220-235
Citations number
28
Categorie Soggetti
AI Robotics and Automatic Control
Journal title
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION
ISSN journal
1089778X → ACNP
Volume
3
Issue
3
Year of publication
1999
Pages
220 - 235
Database
ISI
SICI code
1089-778X(199909)3:3<220:RAOAAD>2.0.ZU;2-Z
Abstract
In contrast to conventional hardware where the structure is irreversibly fi xed in the design process, evolvable hardware (EHW) is designed to adapt to changes in task requirements or changes in the environment, through its ab ility to reconfigure its own hardware structure dynamically and autonomousl y. This capacity for adaptation, achieved by employing efficient search alg orithms based on the metaphor of evolution, has great potential for the dev elopment of innovative industrial applications. This paper introduces EHW c hips and sis applications currently being developed as part of MITI's Real- World Computing Project; an analog EHW chip for cellular phones, a clock-ti ming architecture for Giga hertz systems, a neural network EHW chip capable of autonomous reconfiguration, a data compression EHW chip for electrophot ographic printers, and a gate-level EHW chip for use in prosthetic hands an d robot navigation.