Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)

Korean Institute of Intelligent Systems (한국지능시스템학회)
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A Study on Embodiment of Evolving Cellular Automata Neural Systems using Evolvable Hardware

  • Sim, Kwee-Bo (School of Electrical and Electronic Engineering, Chung-Ang University) ;
  • Ban, Chang-Bong (School of Electrical and Electronic Engineering, Chung-Ang University)
  • Published : 2001.12.01
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Abstract

In this paper, we review the basic concept of Evolvable Hardware first. And we examine genetic algorithm processor and hardware reconfiguration method and implementation. By considering complexity and performance of hardware at the same time, we design genetic algorithm processor using modularization and parallel processing method. And we design frame that has connection structure and logic block on FPGA, and embody reconfigurable hardware that do so that this frame may be reconstructed by RAM. Also we implemented ECANS that information processing system such as living creatures'brain using this hardware reconfiguration method. And we apply ECANS which is implemented using the concept of Evolvable Hardware to time-series prediction problem in order to verify the effectiveness.

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References

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