Steepening Squared Error Function Facilitates Online Adaptation Of Gaussian Scales

We previously proposed a joint learning scheme of Gaussian parameters (scales and centers) and coefficients for online nonlinear estimation. The instantaneous squared error cost in terms of the Gaussian scales, however, tends to have shallow slopes when t
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