Research Article
Diagnosis of Alzheimer’s Disease Severity with fMRI Images Using Robust Multitask Feature Extraction Method and Convolutional Neural Network (CNN)
Table 3
The architecture of the presented CNN method.
| Layer | Type | Properties |
| 1 | Feature input | images | 2 | Convolution | 16 () convolutions with stride [1] | 3 | ReLU | | 4 | Fully connected | 384 fully connected layer | 5 | Fully connected | 384 fully connected layer | 6 | Fully connected | Four fully connected layer | 7 | SoftMax | | 8 | Classification output | For multiclass grouping problems with mutually exclusive groups, the crossentropy loss |
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