Uniform Approximation by Neural Networks Activated by First and Second Order Ridge Splines

07/26/2016

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by   Jason M. Klusowski, et al.

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We establish sup-norm error bounds for functions that are approximated by linear combinations of first and second order ridge splines and show that these bounds are near-optimal.