01 January 1970 1 4K Report

In the paper [Stinchcombe and White,1990, APPROXIMATING AND LEARNING UNKNOWN MAPPINGS USING MULTILAYER FEEDFORWARD NETWORKS WITH BOUNDED WEIGHTS]

Theorem 2.8:

If $G$ is super-analytic (analytic but is not polynomial) at $a$ with convergence radius $gamma$, ${G(x+b): |b| \le 1}$ is uniformly dense on compact subsets of $(-gamma, gamma)$ in $span({G^(k)|(-gamma, gamma): k > 0))$ where $G ^(k)$ is the $k$-th derivative of $G$.

If in addition $sp({G(k) |(-gamma, gamma): k >0)) = C(R)|(-r, r)$ then.....

The proof is given in the paper with a differential perspective:

Let $K$ be a compact subset of (-r, r) and let $epsilon > 0$,

$|(G^(k-1)(x+h)-G^(k-1)(x) )/h - G^(k)(x) | \infty$

Then the result always can not stand:

$sp({G(k) |(-gamma, gamma): k >0)) = C(R)|(-r, r)$

I don`t know if I am right.

The original paper is in the following:

  • paper1

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Analytic Function

Polynomials

Radius

Convergence

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