Desing of BSB Neural Networks Using Evolution Propram

진화프로그램을 이용한 BSB 신경망 설계

  • Cho, Hyuk (Dept. of Computer Science, Graduate School of Korea University) ;
  • Park, Joo-Young (Dept. of Control and Instrumentation Eng., Korea University) ;
  • Park, Dai-Hee (Dept. of Computer Science, Korea University)
  • Published : 1996.10.01

Abstract

In this paper, we present a new design method to implement autoassociative memories based on BSB neural networks. With a concrete mathematical model proposed after analyzing some new qualitative properties of autoassociative memories, we reinterpret design of autoassociative memories as a constrained optimization problem and use an evolution program as an optimal search tool to solve this. The proposed method satisfies many of the criteria used to evaluate the effectivencess of a given associative memory and has improvements with respect to correctness and performance. Comparing simulation results with other methods, we demonstrate the effectiveness of the proposed method.

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