Sweetened rice cakes are zero-rated, but savoury flavoured ones are VATable. 

BUT… The problem area is salted rice cakes. Lightly salted cakes are considered to require further preparation before consumption (and are therefore zero-rated) whereas more heavily salted rice cakes do not and are standard rated. However, there is no guideline as to where this borderline falls .