Unsupervised Learning in an Ensemble of Spiking Neural Networks Mediated by ITDP
Fig 4
SEM-ITDP ensemble network architecture.
The STDP connections, which projects from the selected input neurons to each WTA circuit, together with the WTA circuits constitute the SEM ensemble. The ITDP connections have the same connectivity as the logical ITDP model. All of the ensemble, gating and final output networks use the same SEM circuit model.