대한전기학회:학술대회논문집 (Proceedings of the KIEE Conference)
- 대한전기학회 1996년도 하계학술대회 논문집 B
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- Pages.1356-1358
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- 1996
유전자 알고리즘을 이용한 연상메모리의 설계
Design for Associative Memory Using Genetic Algorithm
- Shin, Nu-Lee-Da-Sle (Dept. of Electrical Engineering, INHA Univ.) ;
- Lee, Chong-Ho (Dept. of Electrical Engineering, INHA Univ.)
- 발행 : 1996.07.22
초록
Hopfield's suggestion of a neural network model for associative memory aroused the interest of many scientists and led to efforts of mathematical analyses. But the Hopfield Network has several disadvantages such as spurious states and capacity limitation. In that sense many scientists and engineers are trying to use a new optimization algorithm called genetic algorithm. But it is hard to use this algorithm in Hopfileld Network because of the fixed architecture. In this paper we introduce another method to determine the weight of Hopfield type network using Genetic Algorithm.
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