Results#

The results/ directory organizes all outputs generated during data simulation, forward modeling, benchmarking, and uncertainty analysis. The structure is as follows:

1. benchmark_results/#

Stores the benchmark performance results as .csv files. - benchmark_results/benchmark_log_TIMESTAMP.txt: Log file for a specific benchmarking run.

2. logs/#

  • logs/benchmark_log_TIMESTAMP.txt: Log file for a specific benchmarking run.

3. figures/#

  • Contains generated figures from simulations and analyses.

  • Subfolders:

    • uncertainty_analysis_figures/: Visualizations related to uncertainty estimation.

      • Sub-structure: - Organized hierarchically based on: - Subject (e.g., CC120166) - Solver type (e.g., gamma_map) - Source orientation type (either fixed or free) - Alpha signal-to-noise ratio (e.g., alpha_snr=0.9) - Noise type (e.g., noise_type=oracle) - Number of non-zero sources (e.g., nnz=5) - Seed values (e.g., seed=42)

      • Contents inside each seed value: - data_simulation/: Figures related to synthetic data generation. - uncertainty_analysis/: Figures related to uncertainty estimation.

3. forward/#

  • Stores precomputed forward models and leadfields for source localization.

  • Files: - fsaverage-fixed-fwd.fif, fsaverage-free-fwd.fif: Forward solutions for fixed and free orientations. - fsaverage-leadfield-fixed.npz, fsaverage-leadfield-free.npz: Saved leadfield matrices. - fsaverage-bem.fif: Boundary Element Method (BEM) model. - fsaverage-src.fif: Source space definition. - fsaverage-montage.fif: Electrode montage. - fsaverage-info.fif: Measurement info.