---
license: mit
library_name: braindecode
tags:
  - deprecated
---

# ⚠️ This repository is deprecated

The weights in this repository are kept online for archival purposes only. They
are **not** compatible with current releases of
[braindecode](https://braindecode.org/) and will not receive updates.

## Please use the new repositories

The Signal-JEPA weights have been republished:

- [`braindecode/signal-jepa`](https://huggingface.co/braindecode/signal-jepa)
  — full checkpoint including the 62-channel embedding table (for users whose
  recording channels are a subset of the Lee2019 pre-training layout).
- [`braindecode/signal-jepa_without-chans`](https://huggingface.co/braindecode/signal-jepa_without-chans)
  — SSL backbone only (channel embeddings trained from scratch on your data).

```python
from braindecode.models import SignalJEPA

model = SignalJEPA.from_pretrained("braindecode/signal-jepa_without-chans")
```

See the docs for [`braindecode.models.SignalJEPA`](https://braindecode.org/stable/generated/braindecode.models.SignalJEPA.html)
and the fine-tuning tutorial
[Fine-tuning a Foundation Model (Signal-JEPA)](https://braindecode.org/stable/auto_examples/advanced_training/plot_finetune_foundation_model.html).