summaryrefslogtreecommitdiff
path: root/results
diff options
context:
space:
mode:
authorYurenHao0426 <Blackhao0426@gmail.com>2026-07-23 07:09:14 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-07-23 07:09:14 -0500
commit2a6f72e22a814fb4093174a2fb1ca2af56c7e63c (patch)
treea3eafc8edeac3cae44de2c0da96ae2db2f075688 /results
parentc8bfa25f597dc2760855b3f71a59549753c9e4a2 (diff)
figures: add audited ResNet confirmation panel
Diffstat (limited to 'results')
-rw-r--r--results/figs/figure4_resnet_confirmation.pdfbin0 -> 42772 bytes
-rw-r--r--results/figs/figure4_resnet_confirmation.pngbin0 -> 414240 bytes
-rw-r--r--results/figs/figure4_resnet_confirmation_caption.md20
-rw-r--r--results/figs/figure4_resnet_confirmation_manifest.json74
4 files changed, 94 insertions, 0 deletions
diff --git a/results/figs/figure4_resnet_confirmation.pdf b/results/figs/figure4_resnet_confirmation.pdf
new file mode 100644
index 0000000..7d6389b
--- /dev/null
+++ b/results/figs/figure4_resnet_confirmation.pdf
Binary files differ
diff --git a/results/figs/figure4_resnet_confirmation.png b/results/figs/figure4_resnet_confirmation.png
new file mode 100644
index 0000000..59e92bf
--- /dev/null
+++ b/results/figs/figure4_resnet_confirmation.png
Binary files differ
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
+}