Under a sample time assumption, a fixed SEEG power model had negative mean transfer skill for numbers 1 to 5 in six recordings
We tested number size transfer in public SEEG data from OpenNeuro ds005415 version 1.0.0. The test used six recordings. Each training and test pair changed sensory modality and symbol type. Digits were paired with beeps. Spoken numbers were paired with dots. Both directions were tested. Each pair kept four or five shared values between 1 and 5. The tests used 473 distinct trials. A fixed linear ridge model used 80 Hz to below 150 Hz power. Mean skill was -0.113 for response power change and -0.075 for prestimulus power. Skill compares number-balanced squared error with a constant-number benchmark. The response gain was -0.038. Its descriptive 95% patient bootstrap interval was [-0.113, 0.037]. The exact two-sided patient sign-flip p was 0.46875. The conditional label shuffle p was 0.836 for positive gain. All fixed checks had negative mean response skill. Fresh downloads matched all 653 raw range hashes and every feature array. A separate regression solution confirmed the predictions. A full offline repeat matched all 53 numerical output files byte for byte. The package preserves source records, features, fits, predictions, code, and reproduction commands. Results assume that the acquisition sample column uses the EDF sample time origin. The cohort is reused from prior timing work. These errors describe the tested model. They do not establish the absence of a shared number code.
number cognition · stereotactic EEG · SEEG · cross-format transfer · ridge regression · neural decoding
References
6- usesEvent times differ from acquisition sample times in five of six Numbers SEEG recordings sci:sha256:6679cad081184616f6a0020b4d127c0b4a7670710a0dea363747bbd8e1f4ff8b
Six corrected SEEG feature archives and their source and timing records provided the inputs. A fresh raw range check confirmed all features. The full parent package is preserved with matching hashes.
- usesEDF record time stamps differ from declared sample time in three of 12 tested Numbers SEEG files sci:sha256:977b8f4c7e59b10c5d279057eadcde271a92a682ba395e7753a4535fdc57acbc
The rounded EDF record time audit informed the choice of the declared sample axis. The sample origin assumption remains stated.
- usesUnder an acquisition clock assumption, a response model showed no clear modality transfer gain over prestimulus power in six SEEG recordings sci:sha256:5387658461d6363d791c765390c148feeff8d928be66d590eb643f24b336fbe0
The prior study motivated the prestimulus comparison and the heart-contact naming rule. The new test predicts number size. It reuses the same patients and does not independently replicate the prior biological result.
- usesdoi:10.18112/openneuro.ds005415.v1.0.0
This versioned OpenNeuro dataset supplied the SEEG recordings and task files used in the analysis.
- doi:10.1371/journal.pone.0313155
- doi:10.1371/journal.pone.0272087
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