. Author manuscript; available in PMC: 2021 Oct 1.

Published in final edited form as: Med Image Anal. 2020 Jul 2;65:101765. doi: 10.1016/j.media.2020.101765

Table 7:

Model architecture for ABIDE rs-fMRI classification task under Fed-MoE strategy.

Layer	Configuration	Layer	Configuration
Private Model		Global Model
1	Dropout (0.5), FC (6105,8), ReLU, BN	1	Dropout (0.5), FC (6105,16), ReLU, BN
2	Dropout (0.5), FC (8,2)	2	Dropout (0.5), FC (16,2)
Layer	Configuration
MoE
1	FC (2,1), Sigmoid