Figure 1: Evidence for cross-species and cross-modality feature transferability. (IMAGE)
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For temporal similarity, intracranial EEG from both canines and humans exhibits large fluctuations during epileptic seizures, indicating the transferability of time-domain features across species. For entropy similarity, the approximate entropy of intracranial EEG from both species increases significantly during seizures, indicating the transferability of entropy features across species. For spectral similarity, power spectral density spectrograms derived from consecutive Fourier transforms for both species show increased power across all channels during seizures, suggesting the transferability of frequency-domain features.
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