You have been getting good answers here. The ECU could be confused due to a bad sensor--oxygen or MAS. However, there also is a chance that the plugs are not delivering enough spark to burn the fuel completely. I would check the battery cables and coil. Toyota battery cables have a history of going bad. Some will actually lose 3 volts when the engine is warm.