What could be the problem with a car when periodically you step on the gas pedal and nothing happens but let off the pedal and it's fine again?

The first thing I would recommend is thoroughly cleaning the throttle body and mass airflow sensor! This will probably fix your problem. If it doesn't, it could be some kind of problem with the fuel pump, or less likely, the ECU.