The present invention proposes a side-inhibition neuron circuit based on a ferroelectric transistor FeFET, which includes a capacitor, a reset tube, a positive feedback tube, two-stage series inverters, and a ferroelectric transistor; wherein, the capacitor is used to simulate biological The cell membrane capacitance of the neuron accumulates the charge brought by the input post-synaptic current; the reset tube is an N-type MOSFET device that provides a reset path for the charge accumulated on the capacitor; the positive feedback tube is a P-type MOSFET device, When the input of the first-stage inverter is close to its logic threshold level, it replenishes the charge for the capacitor; the two-stage series inverter is composed of two sets of complementary CMOS, which amplifies the voltage change at the input terminal, and the pulse is generated at its output terminal. ; The ferroelectric transistor is an N-type FeFET device used to mimic the lateral inhibition function of biological neurons. The invention can significantly reduce the hardware overhead; meanwhile, it highly simulates the basic characteristics and advanced functions of biological neurons.