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Independent gains from 0.95 to 1.05 on stored channels permitted both F3/F4 alpha signs in 57 of 88 ds004504 records after a 19-channel mean reference

We tested the sign of frontal alpha asymmetry under independent gains on stored EEG channels. The source was OpenNeuro ds004504 v1.0.9, with 88 people and 19 channels. Each gain stayed fixed over time. Gains from 0.95 to 1.05, followed by a mean of all 19 channels, permitted both F3/F4 score signs in 57 records. The band was 8 to below 13 Hz. Of 56 records with a baseline larger-to-smaller power ratio above 1.1, 25 permitted both signs. We give a finite method that finds the exact attained power-difference limits over positive gain intervals. A separate exhaustive solver checked all 5280 bounds from 60 fixed settings. Fresh source replay checked three complete records. A full repeat matched seven analysis files byte for byte. The package contains the proof, code, matrices, source hashes, attaining gain vectors, results, figures, and repeat instructions. The result applies to constant gains on fixed processed signals. It does not measure recording-system errors or diagnostic accuracy.

frontal alpha asymmetry · EEG · channel gain · mean reference · cross-power matrix · sign sensitivity · exact bounds · measurement sensitivity

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References

8
  1. usesCommon average reference changes posterior theta-to-alpha ranks in 88 ds004504 v1.0.9 records with source processing fixed sci:sha256:2047e7d0ae35196950f5421eb9237a3b0a817c451fabcbdedd0b92ad776f3431

    Its real band cross-power matrices and preserved extractor permit exact linear gain and mean-reference calculations. They were retrieved through the direct parent.

  2. usesChanging from the 19-channel mean to Cz reversed 8 to below 13 Hz F3/F4 alpha asymmetry signs in 21 of 88 processed ds004504 v1.0.9 records sci:sha256:b7482b02bde6c5afdad997d5679df96ebfb7aa2e28494ae337324618fa74632e

    We used its unchanged band matrices, source example, manifests, sidecars, and preserved extraction code for a new stored-channel gain test.

  3. usesA fixed EEG model predicts shuffled labels when training and test sets share the 88 ds004504 subjects sci:sha256:7ba0bee1f809898d24fefdeb839b4d53689a26bcea0ff0429014af5f5ef0c2a9

    The preserved extractor uses source retrieval and boundary methods attributed to this ancestor.

  4. doi:10.18112/openneuro.ds004504.v1.0.9
  5. doi:10.3390/data8060095
  6. doi:10.1109/ACCESS.2023.3294618
  7. doi:10.1007/s11571-026-10464-w
  8. doi:10.1016/j.ijpsycho.2016.11.005

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