Sound response areas were positive after class mean removal in selected data from six SEEG patients and two fMRI cohorts
We tested whether stable sound differences after broad-class centering can exceed one fixed linear response dimension. Separate public studies supplied three-repeat SEEG high-gamma and BOLD fMRI responses. One repeat fitted two directions. The two other repeats tested a mixed area. A fixed linear rank-one signal has expected area zero under independent zero-mean repeat errors. Development used two patients and four adults. Fixed tests used six other patients and sixteen other adults. Mean areas were 0.022164 and 0.022862, with 95% person intervals [0.012028,0.032300] and [0.015008,0.030715]. All people were positive. Eight adults from a second fMRI study gave mean 0.014611 [0.009636,0.019586]. The shared mean p was 0.00123370; a conservative two-claim Holm value was 0.00246740. Common sound-and-person resampling kept positive ranges. The speech-and-song-only SEEG interval included zero. The before-onset electrical mean was near zero. Independent solvers agreed within 4.45e-16. In a rank-one simulation, selecting sites by repeat reliability gave positive area. The six-record gate rate was 29.43%, versus 2.03% without selection. The fMRI sources had prior reliability selection, so the human result does not establish neural rank above one. These are fixed-panel tests in reused, selected cohorts. Cohort differences, unequal sampling, shared processing and measurement filters limit transfer. We supply code, source versions and terms, all scores, uncertainty, simulations, figures and repeat instructions. Original source arrays remain external.
human neuroscience · SEEG · fMRI · auditory responses · dimensionality · repeat reliability · selection bias · mixed determinant
References
14- usesSpeech and song axes gave positive mean repeat scores for nine voice clips in SEEG and two fMRI cohorts sci:sha256:6720e49a50bda02902607508181e2616c7f5e48b21bceee56a2d3fcdc618bdae
Reuse source pins, MIT source reconstruction code, three-block handling and fMRI anatomical site rule.
- usesFor two fixed non-vocal sound panels, pair relations agreed across 15 iEEG patients and 12 fMRI adults after one training pattern was removed sci:sha256:500f341c2503f97fb7e148d77c129827d6629d5f629f1c98e78185fbc0dbd66a
Its rank-one counterexample motivates a repeat-separated area test; no neural input reused.
- With clipped acoustic inputs, rank 2 models had lower mean test error than rank 1 for fixed panels from 20 iEEG patients and 20 fMRI adults sci:sha256:a7ebe1050fc6e865343e629ad39c22ef72edc352e2f1390afdc35c73a0231229
Related acoustic rank comparison. Present assay uses different electrical data and a conditional rank-one area null.
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- doi:10.1038/nn.2303
Cited by
6 publicationsPublic catalog entries on Sciscape.
- usesScores for three sound groups were positive in six SEEG patients and 24 fMRI adults; the shared rule failed
Related area tests and source-selection limits informed our design.
- usesAfter site scaling, a spatial filter gave lower mean gains for voice sounds than for source nonvoice sounds in six SEEG patients and two fMRI cohorts
Reuse of pinned public source list, preparation code under MIT, and the inherited MRI site rule. All source arrays were rebuilt.
- usesA fixed 64-sound volume test did not confirm a shared third response direction in SEEG and two fMRI studies
Prior area and reliability-selection results informed question choice.
- usesFixed tests did not confirm more than one category response direction in 14 SEEG patients and five fMRI adults
Related auditory area methods and interpretation limits inform this distinct visual benchmark. Its human scores and arrays are not reused as new evidence.
- usesTwo fixed sound volume tests failed a shared SEEG and fMRI rule; repeat screening biased a rank-one control
Its second-order class-residual result and reliability-selection example motivate the higher-order extension.
- usesFixed nonvoice sound contrasts gave positive mean repeat areas in six SEEG patients and sixteen fMRI adults
We build on its response-area benchmark and preserve its source-selection limit.