diff options
| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-23 07:09:14 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-23 07:09:14 -0500 |
| commit | 2a6f72e22a814fb4093174a2fb1ca2af56c7e63c (patch) | |
| tree | a3eafc8edeac3cae44de2c0da96ae2db2f075688 /results | |
| parent | c8bfa25f597dc2760855b3f71a59549753c9e4a2 (diff) | |
figures: add audited ResNet confirmation panel
Diffstat (limited to 'results')
| -rw-r--r-- | results/figs/figure4_resnet_confirmation.pdf | bin | 0 -> 42772 bytes | |||
| -rw-r--r-- | results/figs/figure4_resnet_confirmation.png | bin | 0 -> 414240 bytes | |||
| -rw-r--r-- | results/figs/figure4_resnet_confirmation_caption.md | 20 | ||||
| -rw-r--r-- | results/figs/figure4_resnet_confirmation_manifest.json | 74 |
4 files changed, 94 insertions, 0 deletions
diff --git a/results/figs/figure4_resnet_confirmation.pdf b/results/figs/figure4_resnet_confirmation.pdf Binary files differnew file mode 100644 index 0000000..7d6389b --- /dev/null +++ b/results/figs/figure4_resnet_confirmation.pdf diff --git a/results/figs/figure4_resnet_confirmation.png b/results/figs/figure4_resnet_confirmation.png Binary files differnew file mode 100644 index 0000000..59e92bf --- /dev/null +++ b/results/figs/figure4_resnet_confirmation.png diff --git a/results/figs/figure4_resnet_confirmation_caption.md b/results/figs/figure4_resnet_confirmation_caption.md new file mode 100644 index 0000000..2de4e45 --- /dev/null +++ b/results/figs/figure4_resnet_confirmation_caption.md @@ -0,0 +1,20 @@ +# Standard-ResNet confirmation figure caption + +**Figure 4 | Somato-dendritic innovation survives a frozen standard-ResNet +confirmation.** All task endpoints are CIFAR-10 test results from the five +untouched seeds 10--14 on a standard ResNet-20; lines or bands show paired +seeds or mean ± sample standard deviation. **a,** Dynamic neutral-projection +innovation under four-times-RMS soma-predictable apical traffic matches clean +reciprocal Kolen--Pollack credit. Diamonds show means and 95% normal intervals. +Dynamic innovation gains 0.196 accuracy points on average; the predeclared +one-sided 95% upper bound on its deficit is 0.131 points. **b,** Final +layerwise cosine between the raw apical or innovation signal and the exact +negative hidden-state gradient. +Exact gradients are audit-only and never used for learning. Residualization +removes the directionally contaminating traffic while retaining an early-layer +cosine of 0.999687. **c,** Mean reciprocal-feedback tracking across all 200 +epochs. Resource annotations report measured GTX 1080 wall time and peak +allocation, hardware-independent MAC estimates relative to the matched +50,000-example BP accounting reference, and logical task-loss queries. The +paired instruction-off neutral observation is explicitly counted and is not +claimed to be free or single-phase. diff --git a/results/figs/figure4_resnet_confirmation_manifest.json b/results/figs/figure4_resnet_confirmation_manifest.json new file mode 100644 index 0000000..c3563ac --- /dev/null +++ b/results/figs/figure4_resnet_confirmation_manifest.json @@ -0,0 +1,74 @@ +{ + "gate_status": "passed", + "outputs": [ + "figure4_resnet_confirmation.pdf", + "figure4_resnet_confirmation.png", + "figure4_resnet_confirmation_caption.md" + ], + "protocol": "kp_dynamic_neutral_projection_confirmation_v1", + "required_seeds": [ + 10, + 11, + 12, + 13, + 14 + ], + "sources": [ + { + "path": "results/kp_dynamic_projection_confirmation_gate.json", + "sha256": "636c587e47287338cdca7d9558dc3bfb99a2cec615badb23337025d85b8128ef" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed10_clean_kp.json", + "sha256": "7c34a0e561446ad6e46575915fb8bb9cddd7b3c24c323bac1e64fea42758eb1f" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed10_dynamic.json", + "sha256": "dd74ca4f994e1274bf5d3b6fcc315f73b86fe0ff14c403b0f46868d476f0b5f1" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed11_clean_kp.json", + "sha256": "c6449d310c507a03e867046b71d280336c17c94e85ba0335cf2581389f1327ab" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed11_dynamic.json", + "sha256": "6a87bccb3db5fab751925d337261a19ddd08604b93f049ad80cc4e6d919fdc75" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed12_clean_kp.json", + "sha256": "16341d64a9ec0ad98e635d6c387effab27f4dd2dd63d218f677a8a1716d3dfae" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed12_dynamic.json", + "sha256": "337090a537034407a0d54b5c5a27c7502c75770814ad456cadfb9b609977a9a1" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed13_clean_kp.json", + "sha256": "e35f0eae6fcd41f2f9731a78eacad572e8b54f79261839faa66b0bd398c23a35" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed13_dynamic.json", + "sha256": "047ad3c1a724bdb5b8cdcc88b6c2ee371daa3477db1d7c8f06952aaa6c72822f" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed14_clean_kp.json", + "sha256": "500b22ca5cba0dcfd498eb052ac8559e04e750eb10a1945b3a33a52a5f4379eb" + }, + { + "path": "results/kp_dynamic_projection_confirmation/seed14_dynamic.json", + "sha256": "70221abccb47fe43395936be4963a5f7737d1267f2d9670216d565fcff2ed976" + } + ], + "statistics": { + "clean_kp_test_accuracy_mean": 0.91388, + "clean_minus_dynamic_one_sided_95pct_upper_points": 0.1305694255308511, + "dynamic_early_alignment_mean": 0.9996865272521973, + "dynamic_logical_task_loss_queries": [ + 0 + ], + "dynamic_mac_ratio_to_bp": 1.3260649642373068, + "dynamic_minus_clean_points_mean": 0.1960000000000006, + "dynamic_test_accuracy_mean": 0.91584 + }, + "strict": true +} |
