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base repository: HuthLab/semantic-decoding
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head repository: bermuchin/semantic-decoding
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  • 13 commits
  • 20 files changed
  • 3 contributors

Commits on Feb 25, 2026

  1. feat: Add Phase 1 & 2 GNN/GAT models and set up gitignore

    @bermuchin
    bermuchin committed Feb 25, 2026
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Commits on Feb 28, 2026

  1. feat: Add Phase 3 func GCN by data driven

    @bermuchin
    bermuchin committed Feb 28, 2026
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Commits on Mar 3, 2026

  1. feat: Adjust functional graph parameters and evaluate Phase 3 GCN per… 

    …formance
    @bermuchin
    bermuchin committed Mar 3, 2026
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Commits on Mar 4, 2026

  1. fix: Phase 3 func GCN, 2000 voxels as nodes

    @bermuchin
    bermuchin committed Mar 4, 2026
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Commits on Mar 26, 2026

  1. feat: Add Phase 4 M-GAT models

    Your Name committed Mar 26, 2026
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Commits on Apr 6, 2026

  1. hidden layer increased 128 -> 256

    Your Name committed Apr 6, 2026
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Commits on May 7, 2026

  1. Implement HybridLoss and correlation function 

    Added HybridLoss class and pearson_correlation function for improved loss calculation. Updated MGATModel to utilize the new loss function.
    @bermuchin
    bermuchin authored May 7, 2026
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  2. Revise README for Scaffold-GAT project details 

    Updated the README to reflect the new project name and added key features of Scaffold-GAT. Expanded sections on usage, attribution, and execution pipeline.
    @bermuchin
    bermuchin authored May 7, 2026
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  3. Update README with graph construction command 

    Add example command for constructing functional connectivity graph.
    @bermuchin
    bermuchin authored May 7, 2026
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  4. Add graph refinement instructions to README

    @bermuchin
    bermuchin authored May 7, 2026
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  5. Update README with new commands and clarification

    @bermuchin
    bermuchin authored May 7, 2026
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  6. README.md

    @bermuchin
    bermuchin authored May 7, 2026
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  7. Update README with acknowledgments and project details 

    Added acknowledgments for original paper and repository.
    @bermuchin
    bermuchin authored May 7, 2026
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