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1. CARMEN CARMEN Public

   CARMEN: A Multi-Modal Foundation Model for Continuous Cardiorespiratory Biosignals

   Python 1

2. NeuroNet NeuroNet Public

   [IEEE TNNLS] NeuroNet: A Novel Hybrid Self-Supervised Learning Framework for Sleep Stage Classification Using Single-Channel EEG

   Python 73 7

3. SynthSleepNet SynthSleepNet Public

   [IEEE TCYB] Toward Foundational Model for Sleep Analysis Using a Multimodal Hybrid Self-Supervised Learning Framework

   Python 36 6

4. NeuroXAI NeuroXAI Public

   [ESWA] NeuroXAI: Adaptive, Robust, Explainable Surrogate Framework for Determination of Channel Importance in EEG Application

   Python 37 2

5. RL-BioAug RL-BioAug Public

   [EMBC 2026] RL-BioAug: Label-Efficient Reinforcement Learning for Self-Supervised EEG Representation Learning

   Python 3

6. PhysioME PhysioME Public

   [Arxiv] PhysioME: A Robust Self-Supervised Multimodal Framework for Missing Physiological Modalities

   Python 3