On the design method of cellular neural networks for associative memories based on generalized eigenvalue problem
説明
This paper presents a design technique which is used to realize associative memories via cellular neural networks. The proposed method can store every prototype vector as a memory vector and maximize the areas of basin of attraction of memory vectors in a certain sense. The network parameters are obtained by solving optimization problems known as generalized eigenvalue problems. Simulation results prove that our method is better than the existing ones.
収録刊行物
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- Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications
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Proceedings of the 2002 7th IEEE International Workshop on Cellular Neural Networks and Their Applications 515-522, 2003-06-25
World Scientific Pub Co Pte Ltd