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After each response was centered across features, a fixed daily finger movement model gave positive mean alignment in six ECoG patients and six fMRI adults

We tested whether daily finger movement distances predict neural finger response distances. A separate public study of 22 adults set a fixed model from absolute MCP joint velocities. Other studies supplied ECoG voltage and 7 T fMRI response features. Development used two patients and one MRI adult. A local code and model lock preceded new scores in six other patients and six other adults. Each response was centered across features. Mean overall alignment was 0.57721 and 0.84164. Their 95% person t intervals were [0.12676,1.02766] and [0.76782,0.91546]. The shared person mean test passed Holm correction for two claims, p=0.021619. The stronger test removed additive finger terms and linear finger order. Its means were 0.01553 and 0.71556, with intervals [-0.51046,0.54153] and [0.50229,0.92882]. That shared test failed, p=0.471217. The overall ECoG interval included zero when feature means were kept. The overall two-claim sign-flip check also failed, p=0.0625. Five of six patients and all MRI adults had positive overall scores. All negative people and fixed checks remain. Equal task weight and object-use phases kept the broad result pattern. The external target was stable across separate behavioral groups. A second calculation matched all 297 scores within 3.8e-15. A fresh source replay matched saved tables and arrays. The contribution is a fixed external-model benchmark with a conditional broad relation and a failed stronger shared claim. Separate cohorts, clinical sampling, unequal tasks and sensing, source processing and six test people per modality limit scope. No common neural cause, detailed shared code or decoder gain is established. The package gives code, new model statistics, source pins and terms, all results, figures and repeat steps. Original neural arrays stay external.

human neuroscience · ECoG · fMRI · finger movement · representational geometry · external prediction · negative result · reproducibility

Admitted 3 citing publications

References

11
  1. usesA five-finger order test with single-finger terms removed did not confirm a shared pattern in six ECoG patients and six fMRI adults sci:sha256:ea2439b63074400eda708748c2e755e5d8d627d22988dc85f0d2bf6782e860ff

    We reuse source pins, access code and power preparation, and adapt its repeated finger-distance method. We test an external movement target and its residual after finger terms and order.

  2. usesA shared finger profile test failed in six ECoG patients and six fMRI adults; unequal errors gave 50.5% mean matching in a model sci:sha256:12a16e87fa3ca6020d5ad55905a47f758ca8fc054120662095d29e997dbbac94

    This is an upstream source of the MIT access and preparation code, through SCI 03b86d98. Its finger profile result also informs the scope of cross-modal geometry.

  3. usesFixed tests did not confirm four-axis finger gains in four ECoG patients and six fMRI adults sci:sha256:c7e2ab2de928e8ff187bbffb8ce92b6eb048152e30c642d36a4a8f65a3f86f64

    This is an upstream source of the MIT preparation code. Its failed extra-axis test is related prior work.

  4. usesdoi:10.5281/zenodo.3469380

    Version 1.0 KIN-MUS UJI supplies the independent calibrated hand angle data for the fixed external target.

  5. usesdoi:10.1038/s41597-019-0285-1

    The data descriptor supplies the angle channel order, calibration and filtering methods, cohort details and task definitions.

  6. usesdoi:10.1038/nn.4038

    We test released 7 T primary motor cortex response features from this study with an external daily-task movement model.

  7. usesdoi:10.1371/journal.pcbi.1002655

    The original finger-flexion experiment supplies the cortical voltage recordings. We preserve the required source ethics statement.

  8. usesdoi:10.1038/s41562-019-0678-3

    The Stanford ECoG library supplies the original fingerflex archive and its public terms.

  9. usesdoi:10.1016/j.neuroimage.2017.08.051

    The PCM toolbox supplies the source-pinned MRI response feature file and model context.

  10. doi:10.1371/journal.pcbi.1005508
  11. doi:10.1088/1741-2552/acd3b1

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