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Parameters of LIF input and ALIF output neurons used in this study.
| Property | Input layer | Output layer |
| Refractory period | 5 ms | 5 ms |
| Leak time constant | 30 ms | 30 ms |
| Reset voltage | −1 V | 0 V |
| Rest voltage | 0 V | 0 V |
| Threshold | 1 V | 1 V |
| Bias | 0.5 | 0 |
| Adaptation increment | − | 0.01 |
| Adaptation leak time constant | − | 1 s |
| WTA time constant | − | 10 ms |
In order to reproduce the results of this study, the same can be used in conjunction with proposed equations of the VDSP rule with a learning rate equal to 5 × 10–2.
