RSS for Wavelet networkshttp://academic.research.microsoft.com/Rss.aspx?cata=9&id=967093Search RSS feed for Microsoft Academic SearchMSRA Libra RSS Burner(c)2008 Microsoft Corpration, All right reserved.Wed, 19 Jun 2013 03:48:22 GMTWed, 19 Jun 2013 03:48:22 GMTWavelet networkshttp://academic.research.microsoft.com/Publication/967093Tue, 18 Jun 2013 20:48:22 GMT967093729Q. Zhang, A. Benveniste: (Citations:729)view publication
A wavelet network concept, which is based on wavelet transform theory, is proposed as an alternative to feedforward neural networks for approximating arbitrary nonlinear functions. The basic idea is to replace the neurons by `wavelons', i.e., computing units obtained by cascading an affine transform and a multidimensional wavelet. Then these affine transforms and the synaptic weights must be identified from possibly noise corrupted input/output data. An algorithm of backpropagation type is proposed for wavelet network training, and experimental results are reported
Journal: IEEE Transactions on Neural Networks, vol. 3, no. 6, pp. 889-898, 1992
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