Proceedings of the Korean Institute of Intelligent Systems Conference (한국지능시스템학회:학술대회논문집)
- 2001.05a
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- Pages.69-72
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- 2001
Implementation of Bidirectional Associative Memories Using the GBAM Model with Bias Terms
바이어스항이 있는 GBAM 모델을 이용한 양방향 연상메모리 구현
Abstract
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.