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1. NeuroNet NeuroNet Public

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

   Python 24 2

2. SynthSleepNet SynthSleepNet Public

   A Foundational Model for Sleep Analysis via Multimodal Self-Supervised Learning Framework

   1

3. NeuroXAI NeuroXAI Public

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

   3 1

4. Barlow_Twins_EEG Barlow_Twins_EEG Public

   A Novel Negative-sample-free Contrastive Self-Supervised Learning for EEG-Based Motor Imagery Classification

   Python 1 1

5. SSC_Zoo SSC_Zoo Public

   Collection of deep learning-based sleep stage classification models

   1