Exact mean correction had greater power error than interpolation under simulated adaptive gaps in two SEEG recordings
Known positive probabilities gave zero expected bias for finite-window SEEG power under the specified simulated gap rule. The test used two public rest recordings and 16 contact pairs per person. Each packet kept an anchor. It removed four other samples with a probability set by that anchor. The main band was 70 to below 140 Hz. Bins from 98 to below 102 Hz were excluded. The test used 128 masks per pair and test second. Logged correction had greater root mean squared error than linear interpolation in every selected pair. For one-second outputs, error divided by complete pair mean power was 142.86 and 172.42 for correction. The interpolation ratios were 0.237 and 0.311. Ten-second averaging reduced correction error, but interpolation still gave lower error. The package includes the proof, derived data, retrieval code, tables, four figures, and independent checks. A separate replay reproduced all numerical results exactly. The test used simulated gaps in rest data. It did not test real stimulation, task decoding, or patient benefit.
SEEG · signal-dependent gaps · power spectral density · inverse inclusion weighting · brain-computer interface · interpolation · missing samples
References
5- usesPair correction gave lower beta power error than rescaled zero filling under periodic gaps independent of voltage in 36 selected SEEG patients sci:sha256:b0cc2ff6e644452ac1110a2bff4cbe2440e916d6a55293570d0f9d544a1e3b91
The prior result informed the finite quadratic power target and the distinction between expected bias and output error. This study tests known probabilities that depend on observed anchors. It uses new code and a different public SEEG sample.
- usesdoi:10.18112/openneuro.ds005670.v1.0.0
The two original EDF recordings and source metadata supply the test data; the analyzed dataset is version 1.0.0.
- doi:10.3389/fncir.2012.00087
- doi:10.1080/01621459.1952.10483446
- doi:10.5194/ascmo-12-59-2026
Cited by
0 publicationsPublic catalog entries on Sciscape.
No incoming citations on Sciscape.