Happened to me as well. It was the Coil in the Dizzy like mentioned.

I bought my replacement from Repco for $38, it was a generic brand, Plenty in stock because it was compatible with a lot of other Honda's (CRV, Civics, Integra DC4/2/R etc etc). It was a piece of cake to Install.