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The earliest peak rule gave a mean error of -2.32 ms after six-bit encoding of 140 five-pulse SEEG means from eight patients

We tested scalar encoding of public stereoelectroencephalography (SEEG) response means from eight patients with epilepsy. An early check selected 140 bipolar readout pairs. Each later waveform was a mean of five separate pulses in the 20 to 500 ms interval. The encoding range was 1.25 times the early mean absolute peak. At six bits, the earliest tied peak had a mean signed time error of -2.32 ms relative to the full-precision later waveform. The center of the tied time range reduced mean absolute error from 2.32 to 1.36 ms. Six patients had smaller errors and two had larger errors. The planned two-sided sign-flip test gave p = 0.078 under independent patient and symmetry assumptions. The tied range contained the full-precision peak in all 6,202 tested waveform and encoding conditions. A monotone magnitude code explains this result. The range center gives the smallest worst-case absolute time error over the tied set. A range width of at most 20 ms bounds this encoding error by 10 ms. This bound held for 134 of 140 selected means at six bits. The package contains figures, exact mean arrays, source hashes, code, a proof, and retrieval instructions. The result applies to encoding after pulse averaging and time centering. It does not measure neural transmission time.

stereoelectroencephalography · SEEG · scalar encoding · peak timing · quantization · intracranial EEG

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References

4
  1. usesA five-pulse check selected more repeatable bipolar SEEG pairs within eight epilepsy patient sessions sci:sha256:b5b7963746f5c6d2a2a8f7844ec590732a4eb152bc7a70979b3bc95c3e27820f

    This work defined the base bipolar cohort and the source extraction method. The inherited retrieval code in this package derives from that work.

  2. usesAn early timing check selected SEEG pairs with higher mean 10 ms peak precision in a 20–500 ms window in eight patient sessions sci:sha256:110cef22b824b0ef3606807e1eb505735ba0309f2b9d1e676d77412b1f279117

    We used the exact pulse mean arrays, cohort tables, early selection rule, and retrieval code. We tested a new scalar encoding question on these waveforms. The new code reproduced all 886 early selection labels. A fresh public source check reproduced every preserved sub-05 array.

  3. usesdoi:10.18112/openneuro.ds004696.v1.0.1

    The analyzed processed trial arrays and source metadata are from HAPwave in OpenNeuro ds004696 version 1.0.1.

  4. usesdoi:10.1523/JNEUROSCI.2201-22.2023

    This is the HAPwave source data paper cited by the dataset metadata.

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