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A redundant SEEG output reduced later power error from simulated constant gains in eight records with independent fractional noise

Four SEEG voltage differences form a closed ring. This constraint estimated relative output gains without a test signal. We tested 563 rings from eight public records in OpenNeuro ds004473 version 1.0.2. Gains were added after subtraction in software. With 1,000 calibration samples and 5 percent independent Gaussian noise, scaled total least squares gave 0.052 dB gain error. It reduced later 70 to 110 Hz power error from 3.18 to 0.32 dB. These values are means of eight participant medians. All three gains were within 5 percent in 95.96 percent of trials with equal participant weight. Common gain and contact gains before subtraction remain invisible. Timing shifts, correlated noise, and later drift need separate checks. This study tested software errors, not a physical circuit, a decoder, or stimulation.

SEEG · stereoelectroencephalography · total least squares · gain calibration · signal processing · intracranial EEG · noise · power estimation

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References

5
  1. usesEight SEEG pairs classify pre-response and rest windows at 70.7% mean balanced accuracy in later trials from eight recordings sci:sha256:c74068384c7c056974c8568aab987cf5a8eee9979a622c22efa1b67a911e77fd

    Retains the MIT EDF header and public byte-range helpers in upstream_edf.py; does not use its decoder endpoint.

  2. usesSEEG rings recovered simulated constant integer output delays from -2 to +2 samples in eight records. Mean recovery was 99.46% with 1-second calibration, 5% independent Gaussian noise, and equal gains sci:sha256:cf83faa2b94db5d6ac3770029d271f760026c8c6724339d7df1be07115f32b97

    Uses exact native SEEG arrays, the fixed eight-record ring cohort, pinned range metadata, and MIT retrieval code. New analysis adds simulated relative output gains, TLS correction, later band-power errors, and noise-model tests.

  3. usesdoi:10.18112/openneuro.ds004473.v1.0.2

    Source recordings for the eight-record SEEG benchmark; the archived record identifies version 1.0.2 and reports CC0 terms.

  4. doi:10.1088/1741-2552%2Facae0a
  5. doi:10.1137/1.9781611971002

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