This paper highlights an unexpected connection between expansions of real numbers to noninteger bases (so-called {\em -expansions}) and the infinite derivatives of a class of self-affine functions. Precisely, we extend Okamoto’s function (itself a generalization of the well-known functions of Perkins and Katsuura) to a two-parameter family ${F_{N,a}: N\in, a\in(0,1)}xF_{N,a}'(x)0\pm\infty$, or undefined. We then extend Okamoto’s theorem by proving that for each , depending on the value of relative to a pair of thresholds, the set is either empty, uncountable but Lebesgue null, or of full Lebesgue measure. We compute its Hausdorff dimension in the second case. The second result is a characterization of the set , which enables us to closely relate this set to the set of points which have a unique expansion in the (typically noninteger) base . Recent advances in the theory of -expansions are then used to determine the cardinality and Hausdorff dimension of , which depends qualitatively on the value of relative to a second pair of thresholds.

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