A normally aspirated engine is one that uses no form of forced induction such as a turbocharger, supercharger, or nitrous oxide injection. It is synonymous with natually aspirated

Personally I believe that it is more difficult to get power out of a normally aspirated engine, but some would tell you that forced induction is an impure and dangerous way to get power.