Unsupervised Learning in an Ensemble of Spiking Neural Networks Mediated by ITDP
Fig 10
All WTA performances vs. ensemble sizes for different feature selection schemes.
Results having similar gating network performances are depicted by manually finding the ‘best’ gating network performances at around NCE≈0.26. All NCE values were taken at the end of simulations which were run for two rounds of input presentations (t = 448 sec). Colors represent: ensemble networks (grey), gating network (blue), and the final output network (red).