Spiking Neurons vs traditional artificial neurons.

Spiking neurons:

Computational neuron models that mimic the biological neurons more closely than traditional artificial neurons
They are called spiking because they simulate the discrete time dependent events i.e spikes that biological neuron used to communicate.