Interpretable Brain Pattern Discovery on NSD Predicted fMRI
16,051Interpretable Patterns (Align > 0.5)SAE+ICA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAE+ICAComponent Strategy=Multiple2025.12 | 16,051 | 679 | |
| SAEComponent Strategy=Multiple2025.12 | 15,748 | 617 | |
| SAEComponent Strategy=Single2025.12 | 8,858 | 286 | |
| Voxels2025.12 | 5,905 | 291 | |
| ICAComponent Strategy=Multiple2025.12 | 305 | 61 | |
| ICAComponent Strategy=Single2025.12 | 226 | 44 | |
| PCAComponent Strategy=Single2025.12 | 76 | 6 | |
| NMFComponent Strategy=Single2025.12 | 19 | 2 |