Table 1.
Network parameters used for the simulations.
| Description | Parameter | Value |
|---|---|---|
| CONV 1 | ||
| Threshold STDP | Tinh, STDP | 8 |
| Threshold propagation | Tinh, prop | 8 |
| Inter-map inhibition radius STDP (in nearest neighbors) | rinh, STDP | 2 |
| Inter-map inhibition radius propagation (in nearest neighbors) | rinh, prop | 0 |
| Ration LTP vs. LTD | α+/α− | −8 |
| Filter size | dfilter | 5 |
| Stride | sfilter | 1 |
| Initial weights with STD (normally distributed) | winit | 0.8 ± 0.1 |
| CONV 2 | ||
| Threshold STDP | Tinh, STDP | 30 |
| Threshold propagation | Tinh, prop | 30 |
| Inter-map inhibition radius STDP (in nearest neighbors) | rinh, STDP | 2 |
| Inter-map inhibition radius propagation (in nearest neighbors) | rinh, prop | 0 |
| Ration LTP vs. LTD | α+/α− | −8 |
| Filter size | dfilter | 5 |
| Stride | sfilter | 1 |
| Initial weights with STD (normally distributed) | winit | 0.8 ± 0.1 |
| FC | ||
| Threshold STDP | Tinh, STDP | 30 |
| Threshold propagation | Tinh, prop | 30 |
| Ration LTP vs. LTD | α+/α− | −8 |
| Initial weights with STD (normally distributed) | winit | 0.67 ± 0.1 |
An inhibition radius of 0 indicates that only neurons at exactly the same position in other maps are inhibited.