The present inventive concept provides a method for compensating a neuron threshold variation for firing in a neural network apparatus. The method compensates a threshold variation adjusting an effective threshold to a target threshold in each neuron. The effective threshold is for a next firing after the firing of each neuron.
Threshold Variation Compensation of Neurons in Spiking Neural Networks