as more citations concerning prior work in TDA and neuroscience. 4 Differences/comparison to previous work: We are the first TDA paper to work directly with fMRI input data (using

Neural Information Processing Systems 

We use theoretical tools with a strong mathematical foundation and apply them in a novel way.

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