Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1996.07b
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- Pages.1356-1358
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- 1996
Design for Associative Memory Using Genetic Algorithm
유전자 알고리즘을 이용한 연상메모리의 설계
- Shin, Nu-Lee-Da-Sle (Dept. of Electrical Engineering, INHA Univ.) ;
- Lee, Chong-Ho (Dept. of Electrical Engineering, INHA Univ.)
- Published : 1996.07.22
Abstract
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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