I think in general these types of neural networks are flexible enough to be resistant to trivial changes like this- Whether that specific change for this specif

I think in general these types of neural networks are flexible enough to be resistant to trivial changes like this- Whether that specific change for this specific NN would affect results would likely need to be checked empirically.