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  • Girne American University
  • Girne, Cyprus

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GhadeerMostafa/README.md

🔬 Featured Project

🚀 Multi-Resolution Attention-Guided Neural Cleaner (EEG-MRANC)

An end-to-end multi-stem deep decomposition network built in PyTorch to isolate and eliminate EOG, EMG, and ECG artifacts from real-world clinical EEG recordings while fully preserving underlying neural frequencies.

  • Core Framework: Physics-locked additive identity constraint safely structures artifact extraction without signal hallucination.
  • Domain Training: Sequential Knowledge-Stacking across clinical and emotional benchmarks.
  • License Protection: Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International

👉 Explore the Repository & Core Architecture

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  1. EEG-MRANC EEG-MRANC Public

    Official PyTorch implementation of MRANC: A physics-locked, multi-resolution attention-guided neural network for clinical EEG multi-stem artifact removal.

    Python 1

  2. GhadeerMostafa GhadeerMostafa Public