Well, I don't want to get into an argument about poorly-defined words, but I see "nerds" as embodying a certain set of negative behavioural stereotypes.
You can define it so broadly as to include all smart people if you wish, but then what label do you have for the fat smelly bearded 35-year-old virgin on the bus writing Firefly/Dollhouse crossover fanfiction?