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Two energies bounded power changes from linear filter state in 35 SEEG records with complete input

Stored linear filter state can change later SEEG power. We tested this effect in OpenNeuro ds006519 version 1.0.0. The release had 35 records from 21 patients. The primary set had 1,659 channel occurrences off the stimulation shaft. We used fixed causal filters and complete later input. All power windows used samples after the cut. For a known state, two output energies gave an upper bound on the current power change. A rule that used only the stored state energy omitted a cross term. It gave 75,013 false passes across 1,448,307 primary post readings in three bands. These failures occurred in all 35 records. The full bound gave no false passes in this test. At the fixed primary endpoint, 250 ms after the marked post start, 96.7 percent of gamma readings met the five percent bound. Each patient had equal weight. The descriptive bootstrap interval was 95.2 to 98.0 percent. Pre controls had similar effect times. An added exploratory initializer reduced some early changes but did not restore full state. The package preserves a streaming tool, code, derived data, five figures, source hashes, fixed object versions, local plans, and reproduction steps. The method uses established mathematics. The results concern filter processing. They do not measure neural recovery or decoder gain.

filter state · signal processing · power bound · SEEG · brain-computer interface · causal filter

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References

4
  1. usesA complete saved state reproduced causal power after restarts in 35 SEEG records with no input gaps sci:sha256:d4cdf85cce272a8a687213150339eac50e9e6430ca265dbcef84cd2277e3810c

    The state-restoration and voltage-replay result motivated a check for the current power effect of known state. This study tests all source-good channels at marked post starts and matched pre cuts, with a fresh power buffer. It reuses no numerical result.

  2. usesA paired beta-power test gave an inconclusive result in 21 SEEG patients sci:sha256:3f006c92ccc74bee13d39aed711d3128c41562201ec248fe8bb808843180ece5

    The fixed source metadata and pinned ds006519 file manifest came from this publication. Its reader conventions were inspected. The present voltage was freshly retrieved and all new results were computed independently.

  3. usesPower bounds were wide 100 ms after 10 ms gaps in 35 SEEG records under an assumed limit of twice an early voltage maximum sci:sha256:85b397332620263ccb806df19ec31ee3afed19d0e2de79a01f13f500320611b1

    The unknown-input power bounds informed the comparison of assumptions. The present bound uses known stored state and complete later input. It requires no assumed missing-voltage cap. It reuses no numerical result.

  4. usesdoi:10.18112/openneuro.ds006519.v1.0.0

    The analysis used OpenNeuro ds006519 version 1.0.0; the publication records its fixed Git commit and source hashes.

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