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The ambiguous neural network which is the teacher and the teacher it is not possesses cluster analysis
The ambiguous neural network which is the teacher and the teacher it is not possesses cluster analysis
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机译:作为教师的模糊神经网络和非教师的神经网络具有聚类分析
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摘要
A plausible neural network (PLANN) is an artificial neural network with weight connection given by mutual information, which has the capability of inference and learning, and yet retains many characteristics of a biological neural network. The learning algorithm is based on statistical estimation, which is faster than the gradient decent approach currently used. The network after training becomes a fuzzy/belief network; the inference and weight are exchangeable, and as a result, knowledge extraction becomes simple. PLANN performs associative memory, supervised, semi-supervised, unsupervised learning and function/relation approximation in a single network architecture. This network architecture can easily be implemented by analog VLSI circuit design.
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