Figure 2: Gaps for successful cross-species knowledge transfer in algorithm design. (IMAGE)
Caption
Input space disparity across species is highlighted by the discrepancy in electrode configurations between species. Sixteen intracranial electrodes were used for canines’ intracranial EEG data collection in the Kaggle dataset, whereas only six were used for humans’ intracranial EEG data collection in the Freiburg dataset. Canine intracranial EEG signals were captured using intracranial electrodes linked to implanted devices, whereas human scalp EEG signals in the NICU and CHSZ datasets were collected via scalp electrodes, demonstrating the configuration differences. Feature distribution gaps between canines and humans are also distinct.
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