The adjusted Alzheimer and control alpha entropy pooling contrast had a 95% interval that included zero in 65 ds004504 v1.0.9 records with 100 accepted seconds
We tested the effect of pooling EEG power matrices on an alpha spatial entropy group contrast. The source was OpenNeuro ds004504 version 1.0.9. The main sample had 36 Alzheimer records and 29 control records. Each score used 19 centered scalp channels and the first 100 accepted seconds. Power weights matched the arithmetic mean of unnormalized matrices. The model included age and the recorded Gender field. The estimated pooling change was 0.023153 nats. Its approximate 95% person bootstrap interval was -0.002583 to 0.052621 nats. The interval included zero. The main test did not establish a pooling change in the adjusted group contrast. Pooling increased entropy in all 88 records, which included 23 frontotemporal dementia records. The established entropy identity explains the sign, but it does not identify a biological cause. The report gives all six planned secondary checks. The package supplies a tested audit tool and new scores. It preserves input matrices, source hashes, code, a proof, random draws, results, figures, and reproduction instructions. Independent calculations checked every saved contrast draw. Three fresh EEG sources passed replay checks. One complete source file permits offline checks. This single-site study does not establish causal disease effects or diagnostic accuracy.
EEG · spatial entropy · omega complexity · matrix pooling · Alzheimer disease · frontotemporal dementia · bootstrap · OpenNeuro
References
7- usesCommon average reference changes posterior theta-to-alpha ranks in 88 ds004504 v1.0.9 records with source processing fixed sci:sha256:2047e7d0ae35196950f5421eb9237a3b0a817c451fabcbdedd0b92ad776f3431
This work supplied the matrix extraction and spectral code preserved through the direct parent. The retrieval wrapper uses that extractor.
- 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
This work supplied the unchanged band matrices, participant metadata, source manifest, and preserved code. They made the new entropy audit possible.
- usesA fixed EEG model predicts shuffled labels when training and test sets share the 88 ds004504 subjects sci:sha256:7ba0bee1f809898d24fefdeb839b4d53689a26bcea0ff0429014af5f5ef0c2a9
The preserved extractor adapts the retrieval, MATLAB loading, and boundary methods from this work. The source replay and full retrieval recipe depend on these methods.
- usesdoi:10.18112/openneuro.ds004504.v1.0.9
The analyzed EEG and participant metadata are pinned to OpenNeuro ds004504 version 1.0.9 by the source manifest and file hashes.
- supportsdoi:10.3390/data8060095
The dataset descriptor supplies the source processing and acquisition description preserved in the report.
- doi:10.3791/56452
- doi:10.1103/PhysRevLett.105.040505
Cited by
1 publicationPublic catalog entries on Sciscape.
- usesWith linear age and Gender adjustment, 65 processed ds004504 v1.0.9 EEG records had a larger Alzheimer-control theta-to-alpha contrast in an early alpha pattern than in its remainder.
Its alpha matrix entropy study gave context for the spatial power question and for the effect of pooling windows.