Research Article
[Retracted] Intelligent Psychology Teaching System Based on Adaptive Neural Network
Table 2
Usage statistics of adaptive neural network module (constituent elements).
| ICAP | Module | Name of network model | GoogLeNet | Inception-v2 | Inception-v4 | Inception-ResNet-v2 |
| Passive learning | Forward calculation algorithm | 1 | 1 | 1 | 1 | Fully connected module | 1 | 1 | 1 | 1 | Active learning | Backpropagation algorithm | 1 | 1 | 1 | 1 | Node failure module | 1 | — | 1 | 1 | Constructive learning | Convolution module | 2+ | 6+ | 6+ | 6+ | Pooling module | 5+ | 2+ | 1+ | 1+ | Activate module | 1 | 1 | 1 | 1 | Interactive learning | Embedded module | 9 | 10 | 14 | 20 | Residual module | — | — | — | 20 | Reduction module | — | — | 2 | 2 | Batch regularization | 1 | 1 | 1 | 1 | Net in net | — | — | — | 1 |
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