Editing Ai Neuroscience (section)

== <span style="color: #FFFFFF;">Evaluating</span> ==
Neuroscience AI evaluation:
# '''Neural predictivity''': R² between model predictions and actual neural responses on held-out stimuli — the primary metric for brain-as-benchmark research.
# '''BCI accuracy''': classification accuracy across subjects and sessions; temporal stability over weeks.
# '''Cell segmentation''': IoU against human expert annotations.
# '''Reproducibility''': neuroscience AI has a severe reproducibility crisis; publish code and data; replicate on independent labs' datasets.
# '''Statistical power''': small sample sizes (one patient for BCI, 10-20 subjects for fMRI) require rigorous multiple-comparison correction.
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