Schematic of a scrambled decoding process. Six stimuli, {s}, are encoded by neural responses and mapped by a decoder onto six estimated stimuli, {sest}. This mapping is one-to-one, so it preserves all the information in the stimulus. However, the estimates are scrambled, so that this decoder never gives the correct answer.