Repository navigation
Releases: kkontras/NeuroAtlas
Releases · kkontras/NeuroAtlas
Release list
Supervised sleep baselines (SHHS fold 0)
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