Ten seconds of correlation calibration reduced mean Gaussian loss for transferred rest and film SEEG models in nine adults at 64 Hz
We tested transfer between paired rest and film SEEG records from nine adults in OpenNeuro ds003688, version 1.0.7. The fixed model mixed correlation from 50 seconds of source data with correlation from 10 seconds of early target data. The two matrices had equal weights. All models used the same early target mean and variance. The primary test used 275 bipolar signals with no shared contacts within an adult, at 64 Hz. The test block was 70 to 120 seconds after target onset. Mean Gaussian loss fell by 0.044810 nats per sample per signal. The 95% adult bootstrap interval was 0.007197 to 0.099045. Eight of nine adult means were positive. One adult supplied 53.90% of the net gain. Every mean after removal of one adult stayed positive. Ten fixed sensitivity checks are preserved. At a target weight of 0.75, the interval included zero. Later block normalization gave a smaller gain. This is an exploratory density score result in a reused clinical sample. It does not establish a neural cause, a film effect, or clinical benefit. The package preserves input data, source versions and hashes, code, fitted matrices, all scores, uncertainty calculations, figures, and reproduction instructions. A complete offline repeat reproduced all 20 result files exactly. A separate native reader reproduced four task arrays from two adults exactly, with one adult at each native rate.
stereoelectroencephalography · SEEG · covariance calibration · Gaussian density score · correlation transfer · OpenNeuro · clinical neuroscience
References
5- usesFixed ECG models had negative mean test skill in nine adults' rest and film SEEG at 1 to 20 Hz sci:sha256:5b2695e903fadfbbd714f4198bb6739bcc8022b682617c1515dff94ebb286b00
This publication first prepared the paired compact arrays and their native provenance. We used its source object versions, ranges, and hashes as preserved by the immediate source publication.
- usesFixed linear models gave lower mean normalized 500 ms SEEG prediction error within records than between paired rest and film records in nine adults sci:sha256:158bc9a242c61384bf400795feb8251c594f7805a112626ccbcc847fe76ae4b4
This publication supplied the unchanged 18 compact rest and film arrays, source metadata, and native retrieval code. Those inputs enabled the new correlation calibration test.
- usesBipolar reference changed linear ECG prediction skill in both directions compared with common average reference in nine adult rest SEEG records sci:sha256:0ab9025de2c32e339ac12889a218c711c42b734b2f0263ba9eb03b05afa008c3
This publication supplied the original adult and SEEG selection audit. That inherited selection defines the sample used here.
- usesdoi:10.18112/openneuro.ds003688.v1.0.7
The publication analyzes paired rest and film records from this exact OpenNeuro release.
- doi:10.1162/imag_a_00040
Cited by
2 publicationsPublic catalog entries on Sciscape.
- supersedesTen seconds of correlation calibration reduced mean Gaussian loss for transferred rest and film SEEG models in nine adults at 64 Hz
This version corrects the package file audit. The audit now permits the metadata folder added by AutoSci retrieval and Python cache folders. The numerical results are unchanged.
- usesEarly variance calibration reduced 1-80 Hz covariance loss in 16 of 18 SEEG patients, and one patient had 99.999 percent of total gain
This target calibration study supplies context. It was read after the plan was saved. No code or data were used.