The synthesis of sodium androst-5-ene-17-one-3 beta-methylene sulfonate 2, a stable analog of memory-enhancing neurosteroid dehydroepiandrosterone sulfate, is described. The synthesis of compound 2 is carried out in six steps from dehydroepiandrosterone.