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mps-acceleration

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A deep learning and neuroscience project for processing fMRI data. Uses Nilearn for functional connectivity mapping and PyTorch for model training, specifically optimized for Apple Silicon (M1/M2/M3) via MPS acceleration. Features automated preprocessing of 48x48 connectivity matrices into 2,304-feature vectors. Built with Python 3.13.

  • Updated Jul 12, 2026
  • Jupyter Notebook

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