We thank the reviewers for the thoughtful comments and attempt to address their questions, space permitting

We thank the reviewers for the thoughtful comments and attempt to address their questions, space permitting. We acknowledge that the magnitudes of the presented effects (i.e. The accuracies we observe are on par with other reported single-trial MEG accuracies[36]. We will incorporate this in the discussion section. Such a model may exhibit less catastrophic forgetting when learning new tasks.