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| author | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 05:51:35 -0500 |
|---|---|---|
| committer | YurenHao0426 <Blackhao0426@gmail.com> | 2026-07-22 05:51:35 -0500 |
| commit | d31edf53ee47cfdc0bb7e66a3148dc75e072381e (patch) | |
| tree | b04f195fce576d6572c108998ea4f162e2218e30 /RESULTS.md | |
| parent | b4458cdb3533f7b342f3ff3c8e3582962181d09f (diff) | |
results: close oral B signature screen
Diffstat (limited to 'RESULTS.md')
| -rw-r--r-- | RESULTS.md | 50 |
1 files changed, 50 insertions, 0 deletions
@@ -120,6 +120,56 @@ result therefore depends on subtracting the soma-predictable component, not mere normalizing an oversized update. This is the most direct evidence that the Harnett-specific innovation operation is algorithmically necessary. +## Continuous-BCI Harnett-signature screen (development only) + +The oral-B protocol was committed before any result and then run as a complete +12-candidate by three-environment grid at clean revision `b4458cd`. It crossed +scalar error versus error-plus-within-episode velocity, online-control gains +`0`, `0.1`, and `0.3`, and forward rates `0.01` and `0.03`. Every result paired +intact, fixed-vectorizer, online-lesion, plasticity-lesion, and both-lesion +conditions on identical continuous trajectories. Confirmation environment +seeds 10--15 were never evaluated. + +| feedback | kappa | eta | worst final success | worst sign-inversion | eligible | +|:--|--:|--:|--:|--:|:--:| +| error | 0.0 | 0.01 | 0.156 | -0.0038 | no | +| error | 0.0 | 0.03 | 0.988 | -0.0018 | no | +| error | 0.1 | 0.01 | 0.141 | -0.0035 | no | +| error | 0.1 | 0.03 | 0.988 | -0.0018 | no | +| error | 0.3 | 0.01 | 0.102 | -0.0032 | no | +| error | 0.3 | 0.03 | 0.984 | -0.0017 | no | +| error + velocity | 0.0 | 0.01 | 0.258 | -0.0089 | no | +| error + velocity | 0.0 | 0.03 | 0.996 | -0.0071 | no | +| error + velocity | 0.1 | 0.01 | 0.219 | -0.0087 | no | +| error + velocity | 0.1 | 0.03 | 0.996 | -0.0069 | no | +| error + velocity | 0.3 | 0.01 | 0.156 | -0.0085 | no | +| error + velocity | 0.3 | 0.03 | 0.992 | -0.0068 | no | + +The screen demonstrates a sharp dissociation. At `eta=0.03`, all structural +variants solve the task (worst-environment final success 98.4--99.6%). Raw +apical activity is almost completely soma-correlated (mean absolute +correlation `0.999`), whereas residualization removes most of that dependence +(raw-minus-residual correlation gap `0.880`). Surrounding-network activity +decodes residual sign at mean balanced accuracy `0.727`, and early residuals +strongly predict later activity changes (`r=0.860` on average). Plasticity +lesion eliminates learning gain in every run. + +These positive signatures do **not** pass oral B. All 36 trajectories have a +negative causal-role sign-inversion index (range `-0.0089` to `-0.0011`), and +role-aligned residuals are more associated with instantaneous error magnitude +than with signed error velocity in every run. Acute removal of online control +after intact training drops success by only `1.03` points on average (maximum +`5.08`), so the desired-velocity interpretation is not supported. Across the +36 runs, the frozen per-run checks failed 36 times for sign inversion, 30 for +the strict residual-soma threshold, 6 for the fixed-vectorizer margin, and 5 +for learning gain. The preregistered selector therefore returns +`failed_no_eligible_candidate`, and oral-B confirmation is prohibited. + +This negative result prevents a misleading inference: successful local +learning, outcome decoding, and residual decorrelation do not imply the +cell-role-specific error-derivative signature observed by Harnett and +colleagues. + ## Frozen endogenous mixed-traffic confirmation (MNIST, d3/w256, 15 epochs) The 95-run C1 panel crossed five paired model seeds, soma and endogenous top-down traffic, two |
