Table 1 FCNN architecture parameters, used both for sleep/wake and locomotion problems.

From: Decoding behavior from global cerebrovascular activity using neural networks

 

Pixel-based

ROI-based

Downsampling rate

2

N/A

Masking

Yes

N/A

Input feature nb

Nb pixels/4*

Nb regions

Feature normalization

In range [− 1, 1]

Balanced dataset

Yes

  1. *The number of input pixels is divided by 4 because of the downsampling.
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