A footnote to Lee Giles msg. Polynomial networks, analog perceptrons, Kolmogorov theorem and invariances were described in an old paper with Werner Reichardt. ``On the representation of multi-input systems: computational properties of polynomial algorithms,'' (T. Poggio and W. Reichardt). {\it Biol. Cyber.}, {\bf 37}, 167-186, 1980.