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Releases: kkontras/NeuroAtlas

Supervised sleep baselines (SHHS fold 0)

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@kkontras kkontras released this 30 Sep 15:39

Supervised sleep-staging baselines used by the NeuroAtlas benchmark, fold 0 of SHHS.

These are not redistributions of the public CoRe-Sleep release: that repository
publishes a later code revision whose checkpoints name their class tokens per
modality (cls_token_eeg / cls_token_eog) and do not load into this wrapper.
The file here is the exact checkpoint the paper's numbers were produced with.

asset sha256 size
core_sleep_pretrained_fold0.pth.tar 04c1a1839d3ed423957d0a91533d08a8c78a61f886d18ac7834408f8190b3bca 107,044,041
sleep_transformer_pretrained_fold0.pth.tar f214d2f55a92a9cd... 44,487,957
stft_norm_eeg.npz 43f0ea1de9285c58... 2,564

stft_norm_eeg.npz holds the per-bin STFT mean and std (129 bins each) that the
CoRe-Sleep wrapper normalises with; it is not optional.

CoRe-Sleep: Kontras et al., CoRe-Sleep: A Multimodal Fusion Framework for Time
Series Robust to Imperfect Modalities
, IEEE TNSRE 2024 —
https://github.com/kkontras/CoRe-Sleep