Add CNN SB+CB results (5 seeds each), update summary CSV

CNN CIFAR-10 (5 seeds):
BP: 86.8%±0.3%, Gamma=0.238, rho=0.250
DFA: 56.7%±2.0%, Gamma=0.216, rho=0.017
SB: 63.3%±0.5%, Gamma=0.045, rho=0.298
CB: 31.8%±6.2%, Gamma=0.013, rho=0.033

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

11 files changed, 260 insertions, 0 deletions

diff --git a/results/cnn_baseline/cnn_summary.csv b/results/cnn_baseline/cnn_summary.csv
index 3fd4729..ca37a63 100644
--- a/results/cnn_baseline/cnn_summary.csv
+++ b/results/cnn_baseline/cnn_summary.csv
@@ -4,8 +4,18 @@ bp,123,0.8683,0.24026203155517578,0.2499578297138214,"[0.0, 0.0, 0.0, 0.96104812
 bp,42,0.8621,0.2417115569114685,0.24997350573539734,"[0.0, 0.0, 0.0, 0.966846227645874]","[0.0, 0.0, 0.0, 0.9998940229415894]",100,0.001,0.01,0.5,20,0.05

 bp,456,0.8681,0.24036112427711487,0.24996760487556458,"[0.0, 0.0, 0.0, 0.9614444971084595]","[0.0, 0.0, 0.0, 0.9998704195022583]",100,0.001,0.01,0.5,20,0.05

 bp,789,0.8677,0.23751218616962433,0.24997900426387787,"[0.0, 0.0, 0.0, 0.9500487446784973]","[0.0, 0.0, 0.0, 0.9999160170555115]",100,0.001,0.01,0.5,20,0.05

+credit_bridge,1024,0.4028,0.012196872383356094,0.015925663989037275,"[0.0, 0.0, 0.0, 0.04878748953342438]","[0.014883585274219513, 0.031323276460170746, 0.01654721423983574, 0.0009485799819231033]",100,0.001,0.01,0.5,20,0.05

+credit_bridge,123,0.3132,0.012175574898719788,0.056361730908975005,"[0.0, 0.0, 0.0, 0.04870229959487915]","[0.023232851177453995, 4.9258582293987274e-05, 0.13519197702407837, 0.06697283685207367]",100,0.001,0.01,0.5,20,0.05

+credit_bridge,42,0.3357,0.025052890181541443,0.041533236391842365,"[0.0, 0.0, 0.0, 0.10021156072616577]","[0.008369263261556625, 0.03736791014671326, 0.05554560571908951, 0.06485016644001007]",100,0.001,0.01,0.5,20,0.05

+credit_bridge,456,0.3251,0.008596256375312805,0.024923652643337846,"[0.0, 0.0, 0.0, 0.03438502550125122]","[-0.008871742524206638, 0.05953998491168022, 0.054559510201215744, -0.005533142015337944]",100,0.001,0.01,0.5,20,0.05

+credit_bridge,789,0.2114,0.008945251815021038,0.02571555378381163,"[0.0, 0.0, 0.0, 0.03578100726008415]","[-0.0057774255983531475, 0.034756917506456375, 0.06739151477813721, 0.006491208449006081]",100,0.001,0.01,0.5,20,0.05

 dfa,1024,0.5868,0.22504013776779175,0.01557417493313551,"[0.0, 0.0, 0.0, 0.900160551071167]","[0.0, 0.0, 0.0, 0.06229669973254204]",100,0.001,0.01,0.5,20,0.05

 dfa,123,0.5501,0.21116971969604492,0.03002248704433441,"[0.0, 0.0, 0.0, 0.8446788787841797]","[0.0, 0.0, 0.0, 0.12008994817733765]",100,0.001,0.01,0.5,20,0.05

 dfa,42,0.5527,0.22270919382572174,0.011658251285552979,"[0.0, 0.0, 0.0, 0.890836775302887]","[0.0, 0.0, 0.0, 0.046633005142211914]",100,0.001,0.01,0.5,20,0.05

 dfa,456,0.5954,0.2133052498102188,0.01581542007625103,"[0.0, 0.0, 0.0, 0.8532209992408752]","[0.0, 0.0, 0.0, 0.06326168030500412]",100,0.001,0.01,0.5,20,0.05

 dfa,789,0.5481,0.20736519992351532,0.01041002944111824,"[0.0, 0.0, 0.0, 0.8294607996940613]","[0.0, 0.0, 0.0, 0.04164011776447296]",100,0.001,0.01,0.5,20,0.05

+state_bridge,1024,0.6376,0.05339917540550232,0.30232751555740833,"[0.0, 0.0, 0.0, 0.21359670162200928]","[0.09910499304533005, 0.08699683845043182, 0.8239595890045166, 0.19924864172935486]",100,0.001,0.01,0.5,20,0.05

+state_bridge,123,0.6277,0.03857731446623802,0.29211921617388725,"[0.0, 0.0, 0.0, 0.1543092578649521]","[0.056864842772483826, 0.1310867965221405, 0.8447186350822449, 0.1358065903186798]",100,0.001,0.01,0.5,20,0.05

+state_bridge,42,0.632,0.0482838973402977,0.290611719712615,"[0.0, 0.0, 0.0, 0.1931355893611908]","[0.0466589629650116, 0.08759783953428268, 0.8412714004516602, 0.18691867589950562]",100,0.001,0.01,0.5,20,0.05

+state_bridge,456,0.6396,0.04157910495996475,0.3158957250416279,"[0.0, 0.0, 0.0, 0.166316419839859]","[0.08617311716079712, 0.1388791799545288, 0.8420230150222778, 0.19650758802890778]",100,0.001,0.01,0.5,20,0.05

+state_bridge,789,0.63,0.04483386129140854,0.29041479900479317,"[0.0, 0.0, 0.0, 0.17933544516563416]","[0.13145843148231506, 0.08007948100566864, 0.7907781600952148, 0.15934312343597412]",100,0.001,0.01,0.5,20,0.05

diff --git a/results/cnn_baseline/credit_bridge_s1024.json b/results/cnn_baseline/credit_bridge_s1024.json
new file mode 100644
index 0000000..87d9155
--- /dev/null
+++ b/results/cnn_baseline/credit_bridge_s1024.json
@@ -0,0 +1,25 @@
+{
+  "method": "credit_bridge",
+  "seed": 1024,
+  "acc": 0.4028,
+  "Gamma": 0.012196872383356094,
+  "rho": 0.015925663989037275,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.04878748953342438
+  ],
+  "rhos_per_layer": [
+    0.014883585274219513,
+    0.031323276460170746,
+    0.01654721423983574,
+    0.0009485799819231033
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/credit_bridge_s123.json b/results/cnn_baseline/credit_bridge_s123.json
new file mode 100644
index 0000000..d5e047a
--- /dev/null
+++ b/results/cnn_baseline/credit_bridge_s123.json
@@ -0,0 +1,25 @@
+{
+  "method": "credit_bridge",
+  "seed": 123,
+  "acc": 0.3132,
+  "Gamma": 0.012175574898719788,
+  "rho": 0.056361730908975005,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.04870229959487915
+  ],
+  "rhos_per_layer": [
+    0.023232851177453995,
+    4.9258582293987274e-05,
+    0.13519197702407837,
+    0.06697283685207367
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/credit_bridge_s42.json b/results/cnn_baseline/credit_bridge_s42.json
new file mode 100644
index 0000000..9654a99
--- /dev/null
+++ b/results/cnn_baseline/credit_bridge_s42.json
@@ -0,0 +1,25 @@
+{
+  "method": "credit_bridge",
+  "seed": 42,
+  "acc": 0.3357,
+  "Gamma": 0.025052890181541443,
+  "rho": 0.041533236391842365,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.10021156072616577
+  ],
+  "rhos_per_layer": [
+    0.008369263261556625,
+    0.03736791014671326,
+    0.05554560571908951,
+    0.06485016644001007
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/credit_bridge_s456.json b/results/cnn_baseline/credit_bridge_s456.json
new file mode 100644
index 0000000..202a20c
--- /dev/null
+++ b/results/cnn_baseline/credit_bridge_s456.json
@@ -0,0 +1,25 @@
+{
+  "method": "credit_bridge",
+  "seed": 456,
+  "acc": 0.3251,
+  "Gamma": 0.008596256375312805,
+  "rho": 0.024923652643337846,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.03438502550125122
+  ],
+  "rhos_per_layer": [
+    -0.008871742524206638,
+    0.05953998491168022,
+    0.054559510201215744,
+    -0.005533142015337944
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/credit_bridge_s789.json b/results/cnn_baseline/credit_bridge_s789.json
new file mode 100644
index 0000000..3d671be
--- /dev/null
+++ b/results/cnn_baseline/credit_bridge_s789.json
@@ -0,0 +1,25 @@
+{
+  "method": "credit_bridge",
+  "seed": 789,
+  "acc": 0.2114,
+  "Gamma": 0.008945251815021038,
+  "rho": 0.02571555378381163,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.03578100726008415
+  ],
+  "rhos_per_layer": [
+    -0.0057774255983531475,
+    0.034756917506456375,
+    0.06739151477813721,
+    0.006491208449006081
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/state_bridge_s1024.json b/results/cnn_baseline/state_bridge_s1024.json
new file mode 100644
index 0000000..fc24412
--- /dev/null
+++ b/results/cnn_baseline/state_bridge_s1024.json
@@ -0,0 +1,25 @@
+{
+  "method": "state_bridge",
+  "seed": 1024,
+  "acc": 0.6376,
+  "Gamma": 0.05339917540550232,
+  "rho": 0.30232751555740833,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.21359670162200928
+  ],
+  "rhos_per_layer": [
+    0.09910499304533005,
+    0.08699683845043182,
+    0.8239595890045166,
+    0.19924864172935486
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/state_bridge_s123.json b/results/cnn_baseline/state_bridge_s123.json
new file mode 100644
index 0000000..45cc82d
--- /dev/null
+++ b/results/cnn_baseline/state_bridge_s123.json
@@ -0,0 +1,25 @@
+{
+  "method": "state_bridge",
+  "seed": 123,
+  "acc": 0.6277,
+  "Gamma": 0.03857731446623802,
+  "rho": 0.29211921617388725,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.1543092578649521
+  ],
+  "rhos_per_layer": [
+    0.056864842772483826,
+    0.1310867965221405,
+    0.8447186350822449,
+    0.1358065903186798
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/state_bridge_s42.json b/results/cnn_baseline/state_bridge_s42.json
new file mode 100644
index 0000000..186e774
--- /dev/null
+++ b/results/cnn_baseline/state_bridge_s42.json
@@ -0,0 +1,25 @@
+{
+  "method": "state_bridge",
+  "seed": 42,
+  "acc": 0.632,
+  "Gamma": 0.0482838973402977,
+  "rho": 0.290611719712615,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.1931355893611908
+  ],
+  "rhos_per_layer": [
+    0.0466589629650116,
+    0.08759783953428268,
+    0.8412714004516602,
+    0.18691867589950562
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/state_bridge_s456.json b/results/cnn_baseline/state_bridge_s456.json
new file mode 100644
index 0000000..466ec62
--- /dev/null
+++ b/results/cnn_baseline/state_bridge_s456.json
@@ -0,0 +1,25 @@
+{
+  "method": "state_bridge",
+  "seed": 456,
+  "acc": 0.6396,
+  "Gamma": 0.04157910495996475,
+  "rho": 0.3158957250416279,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.166316419839859
+  ],
+  "rhos_per_layer": [
+    0.08617311716079712,
+    0.1388791799545288,
+    0.8420230150222778,
+    0.19650758802890778
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file
diff --git a/results/cnn_baseline/state_bridge_s789.json b/results/cnn_baseline/state_bridge_s789.json
new file mode 100644
index 0000000..1559f1a
--- /dev/null
+++ b/results/cnn_baseline/state_bridge_s789.json
@@ -0,0 +1,25 @@
+{
+  "method": "state_bridge",
+  "seed": 789,
+  "acc": 0.63,
+  "Gamma": 0.04483386129140854,
+  "rho": 0.29041479900479317,
+  "gammas_per_layer": [
+    0.0,
+    0.0,
+    0.0,
+    0.17933544516563416
+  ],
+  "rhos_per_layer": [
+    0.13145843148231506,
+    0.08007948100566864,
+    0.7907781600952148,
+    0.15934312343597412
+  ],
+  "epochs": 100,
+  "lr": 0.001,
+  "wd": 0.01,
+  "beta": 0.5,
+  "T_nudge": 20,
+  "alpha_nudge": 0.05
+}
\ No newline at end of file