Automatic model selection in a hybrid perceptron/radial network
نویسندگان
چکیده
منابع مشابه
Automatic Model Selection in a Hybrid Perceptron/Radial Network
We provide several enhancements to our previously introduced algorithm for a sequential construction of a hybrid network of radial and perceptron hidden units [6]. At each stage, the algorithm sub-divides the input space in order to reduce the entropy of the data conditioned on the clusters. The algorithm determines if a radial or a perceptron unit is required at a given region of input space, ...
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ژورنال
عنوان ژورنال: Information Fusion
سال: 2002
ISSN: 1566-2535
DOI: 10.1016/s1566-2535(02)00088-x