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