My 3 year old had beverages sweetened with Splenda. I noticed a hive-like reaction after a fews days of consumption. I googled it and found many others had had a similar reaction.
Of course not everyone is allergic to Splenda. For example, I put a bunch in my coffee everyday to no ill effect.