合作神经网络和“集成”分类

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) Pub Date : 2002-08-07 DOI:10.1109/IJCNN.2002.1007747

K. Ahmad, B. Vrusias, M. Tariq

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引用次数: 10

摘要

“综合”分类指的是两个或两个以上(神经)分类器的连接或竞争使用。描述了一个由两个独立训练的Kohonen网络和Hebbian网络组成的协作神经网络系统。通过从多媒体数据库中检索图像和相关文本，验证了该网络的有效性。这种做法的初步结果似乎令人鼓舞。

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Co-operative neural networks and 'integrated' classification

'Integrated' classification refers to the conjunctive or competitive use of two or more (neural) classifiers. A cooperative neural network system comprising two independently trained Kohonen networks and co-operating with the help of a Hebbian network, is described. The effectiveness of such a network is demonstrated by using it to retrieve images and related texts from a multi-media database. Preliminary results of such an approach appear to be encouraging.

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Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290)

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