Table 9. Feature recognition.
Feature recognition values of the networks from each treatment at 75 k updates. For a network to recognize a feature, it only has to connect to one bit for that feature.
| Treatment | Network statistics | |||
|---|---|---|---|---|
| Mean bits recognized | Median bits recognized | Mean features recognized | Median features recognized | |
| Split 10, 10 bits/feature | 98.9 | 98.0 | 85.6 | 84.5 |
| Split 16, 16 bits/feature | 93.5 | 89.5 | 80.9 | 75.5 |
| Split 4, 4 bits/feature | 91.9 | 95.0 | 82.0 | 84.5 |
| Split 16, 4 bits/feature | 84.1 | 85.5 | 74.9 | 76.5 |
| Split 4, 2 bits/feature | 97.6 | 98.0 | 90.0 | 90.5 |