Table 4.
NeuCube Model Parameter Setting.
| Parameter | Description | Value | |
|---|---|---|---|
| STDP Rate | Defines the learning rate of the STDP learning | 0.01 | |
| Firing threshold | Defines the threshold membrane potential beyond which the neuron fires a spike. | 0.5 | |
| deSNN Classifier Parameters | Mod | The weight is calculated as a modulation factor (the variable mod) to the power of the order of the incoming spikes. | 0.55–0.6 |
| Drift | Initial connection weights are further modified to reflect the following spikes, using a drift parameter. | 0.015 | |