SLISSOM is an extension of the LISSOM (or RF-LISSOM) model where the standard firing-rate neurons have been replaced by spiking neurons with leaky integrator synapses. The SLISSOM network self-organizes like the others but it can also represent segmentation and binding through synchronization and desynchronization of neuronal activity.