한국지능시스템학회:학술대회논문집 (Proceedings of the Korean Institute of Intelligent Systems Conference)
- 한국퍼지및지능시스템학회 2001년도 춘계학술대회 학술발표 논문집
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- Pages.69-72
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- 2001
바이어스항이 있는 GBAM 모델을 이용한 양방향 연상메모리 구현
Implementation of Bidirectional Associative Memories Using the GBAM Model with Bias Terms
초록
In this paper, we propose a new design method for bidirectional associative memories model with high error correction ratio. We extend the conventional GBAM model using bias terms and formulate a design procedure in the form of a constrained optimization problem. The constrained optimization problem is then transformed into a GEVP(generalized eigenvalue problem), which can be efficiently solved by recently developed interior point methods. The effectiveness of the proposed approach is illustrated by a example.