| wrinklebrane/ | |
| ├─ README.md | |
| ├─ AGENTS.md # optional; roles, loops, guardrails | |
| ├─ pyproject.toml # or setup.cfg; minimal build metadata | |
| ├─ requirements.txt | |
| ├─ .gitignore | |
| ├─ src/ | |
| │ └─ wrinklebrane/ | |
| │ ├─ __init__.py | |
| │ ├─ membrane_bank.py # MembraneBank: holds/updates M | |
| │ ├─ codes.py # codebooks (Hadamard/DCT/Gaussian) + coherence tools | |
| │ ├─ slicer.py # 1×1 conv slicer (einsum/conv1x1) + ReLU | |
| │ ├─ write_ops.py # vectorized store of key–value pairs | |
| │ ├─ metrics.py # PSNR/SSIM/MSE; spectral entropy; gzip ratio; interference; symbiosis | |
| │ ├─ telemetry.py # wrappers to log K/C/S/I consistently | |
| │ ├─ persistence.py # leaky-integrator update with energy clamps | |
| │ └─ utils.py # FFT helpers, tiling, seeding, device helpers | |
| ├─ tests/ | |
| │ ├─ test_shapes_and_grad.py | |
| │ ├─ test_codes_orthogonality.py | |
| │ ├─ test_associative_recall_low_load.py | |
| │ └─ test_interference_scaling.py | |
| └─ experiments/ | |
| ├─ p0_assoc_mem.py # main experiment harness | |
| └─ viz_latents.py # PCA/RSA/spectral maps & plots | |