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path: root/results/cnn_baseline/cnn_summary.csv
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2026-04-03Recompute all CNN diagnostics with fixed BP gradient flowYurenHao0426
CNN CIFAR-10 (5 seeds, fixed Gamma): BP: acc=86.8%, Gamma=0.970, rho=0.603 DFA: acc=56.7%, Gamma=0.896, rho=0.061 EP: acc=50.6%, Gamma=0.484, rho=0.450 SB: acc=63.3%, Gamma=1.000 (BP self-cos, feedback nets not saved), rho=0.601 CB: acc=31.8%, Gamma=1.000 (BP self-cos), rho=0.226 DFA Gamma=0.896 is notably high — CNN DFA credit aligns well with BP gradients. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-04-02Add CNN SB+CB results (5 seeds each), update summary CSVYurenHao0426
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>
2026-04-02Add summary CSVs for EP, GELU ablation, CNNYurenHao0426
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>