On-line learning in radial basis functions networks

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Freeman, Jason; Saad, David;

An analytic investigation of the average case learning and generalization properties of Radial Basis Function Networks (RBFs) is presented, utilising on-line gradient descent as the learning rule. The analytic method employed allows both the calculation of generalizatio... View more
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