Table 3 Results of the MNIST recognition while increasing the number of bits processed in the temporal kernel, showing that as nBPK increased, both the size of the used readout layer and the recognition accuracy decreased.
From: Time-varying data processing with nonvolatile memristor-based temporal kernel
nBPK | Readout layer size | Accuracy |
3 | 252 × 10 | 90.7% |
4 | 196 × 10 | 90.1% |
5 | 140 × 10 | 88.1% |
6 | 112 × 10 | 86.3% |
