The invention provides a pixel driving circuit and a driving method thereof as well as a display device and belongs to the technical field of display. By means of the pixel driving circuit and the driving method thereof as well as the display device, the resolution of the display device can be increased, and the problem of poor vertical Mura is solved. The circuit comprises a driving transistor, a storage capacitor, a light emitting element, a first control module and a second control module, wherein a first control end and a second control end of the first control module are connected with a first impulse signal terminal and a second impulse signal terminal, a first input end is connected with a power supply signal terminal and a source of the driving transistor, a second input end is connected with an initial signal terminal, third and fourth input ends are connected with a data line and a drain of the driving transistor, a first output end is connected with a first pole plate of the storage capacitor, and a second output end is connected with a second pole plate and a grid of the driving transistor; a control end of the second control module is connected with a third impulse signal terminal, a first input end is connected with a first or second impulse signal terminal, a second input end is connected with the drain of the driving transistor, a first output end is connected with the first pole plate, and a second output end is connected with the light emitting element. The pixel driving circuit is used for increasing the resolution.