Figure 9From: Simplified spiking neural network architecture and STDP learning algorithm applied to image classification Membrane potentials of neurons during training. At the beginning, neuronal reactions are chaotic. The training leads to sharp individual neuronal reactions, neurons become specific to one pattern. The most intensive weight shaping occurs between 3,000 and 4,000 TUs.Back to article page