From 6289421c7ab1d74d7a3126bbde09b5c198ba00da Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Wed, 22 Jul 2026 06:45:17 -0500 Subject: results: audit innovation figure statistics --- RESULTS.md | 7 +++++++ 1 file changed, 7 insertions(+) (limited to 'RESULTS.md') diff --git a/RESULTS.md b/RESULTS.md index acddd8e..29c3e33 100644 --- a/RESULTS.md +++ b/RESULTS.md @@ -120,6 +120,13 @@ 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. +The strict Figure 3 renderer now audits all 60 cells directly from their clean result records. At +`rho=0.5`, the paired innovation gains are `+86.968 ± 0.626` points over raw and +`+87.038 ± 0.607` over norm-matched raw. Mean final all-layer alignment of the signal actually used +for learning is `-0.438 ± 0.075` for raw, `-0.114 ± 0.176` for norm-matched raw, and +`+0.205 ± 0.020` for innovation. Thus subtraction preserves both task performance and a descent +direction; positive per-example norm matching cannot rotate the contaminated raw signal. + ## Continuous-BCI Harnett-signature screen (development only) The oral-B protocol was committed before any result and then run as a complete -- cgit v1.2.3