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Table 1 Simulation speed of classic and simplified networks

From: Simplified spiking neural network architecture and STDP learning algorithm applied to image classification

  Classic (s) Simplified (s)
5 classes, 8 neurons, 15,000 time units 48.1 2.25
6 classes, 9 neurons, 15,000 time units 48.9 2.4
6 classes, 16 neurons, 15,000 time units 66.1 3.9
6 classes, 100 neurons, 15,000 time units 137.1 13.03
12 classes, 50 neurons, 96,000 time units 1327.12 80.28
  1. All data are obtained on synthetic datasets taking the mean values of five runs.