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1. BrainUICL BrainUICL Public

   [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications

   Python 42 4

2. SPICED SPICED Public

   [NeurIPS 2025] SPICED: A Synaptic Homeostasis-Inspired Framework for Unsupervised Continual EEG Decoding

   Python 15 1

3. SF-UIDA SF-UIDA Public

   [AAAI2025] SF-UIDA: Personalized Sleep Staging leveraging Source-Free Unsupervised Domain Adaptation

   Python 11 3

4. Multimodal-Simplify Multimodal-Simplify Public

   [TNSRE 2024] Simplifying Multimodal With Single EOG Modality for Automatic Sleep Staging

   Python 3 2

5. BrainAgent BrainAgent Public

   BrainAgent: A Large Language Model-Driven Multi-Agent Framework for Autonomous Brain Signal Understanding

   1

6. BrainBench BrainBench Public

   BrainBench: Benchmarking Large Language Models for Comprehensive EEG Understanding

   Python 1