Sounds like the car is suffering from detonation, and a fuel's octane rating is an indication of its resistance to detonation, so upping the octane could cure it. Iirc the manual in my F20B6 fitted Accord stated that 97 octane fuel should be used, I know you can use regular fuel as the ECU...