Title :
Real-world applications of analog and digital evolvable hardware
Author :
Higuchi, Tetsuya ; Iwata, Masaya ; Keymeulen, Didier ; Sakanashi, Hidenori ; Murakawa, Masahiro ; Kajitani, Isamu ; Takahashi, Eiichi ; Toda, Kenji ; Salami, Mehrad ; Kajihara, Nobuki ; Otsu, Nobuyuki
Author_Institution :
Electrotech. Lab., Ibaraki, Japan
fDate :
9/1/1999 12:00:00 AM
Abstract :
In contrast to conventional hardware where the structure is irreversibly fixed in the design process, evolvable hardware (EHW) is designed to adapt to changes in task requirements or changes in the environment, through its ability to reconfigure its own hardware structure dynamically and autonomously. This capacity for adaptation, achieved by employing efficient search algorithms based on the metaphor of evolution, has great potential for the development of innovative industrial applications. This paper introduces EHW chips and six applications currently being developed as part of MITI´s Real-World Computing Project; an analog EHW chip for cellular phones, a clock-timing architecture for Giga hertz systems, a neural network EHW chip capable of autonomous reconfiguration, a data compression EHW chip for electrophotographic printers, and a gate-level EHW chip for use in prosthetic hands and robot navigation
Keywords :
data compression; evolutionary computation; microprocessor chips; search problems; EHW chips; analog evolvable hardware; autonomous reconfiguration; cellular phones; clock-timing architecture; data compression EHW chip; digital evolvable hardware; electrophotographic printers; gate-level EHW chip; innovative industrial applications; neural network EHW chip; prosthetic hands; real-world applications; robot navigation; search algorithms; Analog computers; Cellular neural networks; Cellular phones; Clocks; Computer architecture; Computer networks; Data compression; Hardware; Neural networks; Process design;
Journal_Title :
Evolutionary Computation, IEEE Transactions on
DOI :
10.1109/4235.788492