Modified STDP Triplet Rule Significantly Increases Neuron Training Stability in the Learning of Spatial Patterns

<div>Training success rate versus pattern size. Black markers denote the training when synaptic strengths were bimodal, but the neuron was not selective to the pattern. (a) Results from the 64 Hz/39 Hz setup. (b) Results from the 64 Hz setup. Dashed lines indicate that there was no heuristic optimization made, but previous optimized parameters were reused.</div>

Advances in Artificial Neural Systems

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Figure 3

Figure 3: Modified STDP Triplet Rule Significantly Increases Neuron Training Stability in the Learning of Spatial Patterns 