Pinned Loading

1. NeuroNet NeuroNet Public

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

   Python 71 5

2. NeuroXAI NeuroXAI Public

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

   Python 36 2

3. SynthSleepNet SynthSleepNet Public

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

   Python 34 6

4. Barlow_Twins_EEG Barlow_Twins_EEG Public

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

   Python 11 1

5. PhysioME PhysioME Public

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

   Python 2

6. RL-BioAug RL-BioAug Public

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

   Python 2