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Fixed maps from eight sites gave higher prediction gains within a repeat in six SEEG patients and two fMRI studies

We tested whether eight auditory sites predict relative sound responses at eight disjoint sites. Separate public human studies supplied SEEG high-gamma amplitude and BOLD fMRI. All rules removed each site group's response level and fitting-sound class means. Sound folds excluded test sounds. Two patients and four MRI adults supplied development. A local code lock preceded tests in six other patients and 16 other MRI adults. At a fixed ridge penalty, mean gains with inputs and outcomes from different repeats were -3.76% and -5.04%. Mean gains within one repeat were +10.12% and +13.50%. The paired increases were 13.87 [7.94, 19.81] and 18.54 [16.13, 20.95] percentage points. Brackets are pointwise 95% person t limits. The fixed gap claim passed Holm correction for two shared claims, p=0.03125. The original positive different-repeat claim failed. An unchanged check in eight adults from another MRI study gave a 17.64 [15.70, 19.57] point gap; its gated test passed. An exact identity shows that the gap measures alignment of predicted and observed repeat differences, with stable sound means canceled. A repeat-noise model gave positive within-repeat gain and negative different-repeat gain. This model does not identify the human cause. Stronger ridge shrinkage and other controls remain, including discordant results. Clinical sampling, source selection and processing, nearby sites, fixed sounds, separate cohorts and different readouts limit scope. The contribution is a validation benchmark, an exact loss audit, code, source pins, all outcomes, figures and repeat instructions. No common neural cause or universal failure of site prediction is established.

human neuroscience · SEEG · fMRI · auditory cortex · cross-validation · repeated measurements · response prediction

Admitted 2 citing publications

References

11
  1. usesKeeping site labels improved repeated sound assignment after mean, size and global sign removal in six SEEG patients and 24 fMRI adults sci:sha256:3de43695aee9eba4e9670d283d540979dc41511aa5e3443dfcc5d67325a68e7f

    We reuse its source pins, public-source download and preparation readers, and source audit, with preserved MIT attribution.

  2. A fixed rank test did not confirm shared sound map identity matching across different sites in eight SEEG patients and 28 fMRI adults sci:sha256:14ea20e6b74eeb1fa3709a8dd4dd439db380cd96a3c2db684eb25c522c7f8352

    Related fixed sound-map test across disjoint sites and different repeats; it tests person identity rather than response prediction.

  3. Sound labels lowered test error for averaged responses in 20 iEEG patients and 16 fMRI adults; separate BOLD fits gave no clear gain sci:sha256:495812fc27afe8b3e0fe67db013b2f4b72cecb708745c383879ab0479511bcad

    Prior warning that an averaged-response benefit can fail in separate BOLD estimates.

  4. Response and repeat difference covariance maps had positive mean agreement for fixed sounds in six SEEG patients and 24 fMRI adults sci:sha256:0d02cd66790b5bf8f545040862eb528607b9a7bf70dde070d1459775e170dedb

    Found in the final catalog check after scoring. Prior evidence for response and repeat-difference covariance map agreement; our endpoint is validation gain.

  5. A fixed covariance model predicted repeat change directions across sound groups in selected SEEG and fMRI records sci:sha256:3366f9aa4f3f1193aa902c5e8fa356e34a4f667aa10e236a5a311cd8059b3b51

    Found in the final catalog check after scoring. Prior prediction of repeat-change directions; it limits claims of first repeat-structure discovery.

  6. For 165 fixed sounds, four-component models reduced repeat error in six SEEG patients and 24 fMRI adults sci:sha256:1ffb0217c831625cbe8fc949585c14c1f283f7e9f1b2113e69122af88fa9a59b

    Found in the final catalog check after scoring. Prior component prediction of repeated known sounds differs from our held-out-sound, disjoint-site map.

  7. doi:10.1371/journal.pbio.3001675
  8. doi:10.5281/zenodo.6544488
  9. doi:10.1016/j.neuron.2015.11.035
  10. doi:10.1152/jn.00588.2020
  11. doi:10.1371/journal.pbio.3002366

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