Research Article
Research and Verification of Convolutional Neural Network Lightweight in BCI
Table 7
Weight and resolution of CNN model on CIFAR-10 classic data.
| CNN model | Network model weight (MB) | Network model compression ratio (%) | Network model accuracy (%) | Network model error distribution (%) |
| ResNet-50 | 98.1 | N/A | 95.1 | N/A | [email protected] | 16.5 | 16.1% | 93.1 | -2.0 | [email protected] | 7.2 | 7.2% | 93.1 | -2.0 | R-SeNet | 9.6 | 10.1% | 93.3 | -1.8 |
|
|