The invention relates to an LED constant current driving circuit which comprises a rectifying circuit (100), a decompression voltage stabilization circuit (200) connecting with a DC output end of the rectifying circuit (100), a constant current circuit (300) including a control module U2, a control circuit (400) using software to change and control the current output by the constant current circuit (300), and an LED load circuit (500); wherein the control circuit (400) comprises a singlechip U1 and a control switch S2; a current detection end of the control module U2 in the constant current circuit (300) is connected with a load, and a regulation end thereof is connected with the control circuit (400), so that constant current control can be provided for an LED. When differential pressure between input and output of the LED constant current driving circuit is high, stable and reliable current still can be output, and the output current can be controlled by the software, so that the LED constant current driving circuit is applicable to multiple application requirements, and has the advantages of simple circuit, higher electrical efficiency, and being beneficial to energy conservation and environmental protection.