Table 2.
Training parameters for competitive neural network (32 × 32 input pixels).
| Networks | CpNN1 | CpNN2 | CpNN3 |
|---|---|---|---|
| Training samples | 620 | 620 | 620 |
| Learning rate | 0.0036 | 0.05 | 0.1 |
| Maximum epochs | 1000 | 2000 | 4000 |
| Training time (sec) | 300 secs | 434 secs | 468 |
Training parameters for competitive neural network (32 × 32 input pixels).
| Networks | CpNN1 | CpNN2 | CpNN3 |
|---|---|---|---|
| Training samples | 620 | 620 | 620 |
| Learning rate | 0.0036 | 0.05 | 0.1 |
| Maximum epochs | 1000 | 2000 | 4000 |
| Training time (sec) | 300 secs | 434 secs | 468 |