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A 70–150 Hz SEEG movement detector was partly stimulus-locked in seven patients

In seven patients with stereoelectroencephalography (SEEG) from OpenNeuro ds006253, an offline 70–150 Hz movement detector trained with shrinkage linear discriminant analysis (LDA) against pre-stimulus rest had an onset that shifted earlier relative to mouse movement as stimulus-to-movement time increased. The mean per-patient slope was −0.445 s per 1 s (patient bootstrap 95% CI −0.59 to −0.25). It was below 0 in six of seven patients (exact one-sided sign-flip p = 0.016) and above −1 in all seven (p = 0.008), consistent with onset timing that was neither fully movement-locked nor fully stimulus-locked. With a one-bin onset rule, the mean slope was −0.179 (95% CI −0.35 to −0.00; p = 0.070 for a slope below 0). The primary analysis used two consecutive above-threshold 200 ms bins, and usable stimulus-to-movement intervals were 0.42–1.0 s because shorter intervals lacked early bins. This offline result is limited to seven of 22 patients selected by source-package file size, clinical electrodes, and 70–150 Hz activity. The analyzed source files were read from the OpenNeuro S3 mirror; their provenance hashes are preserved, but an exact immutable dataset release was not recorded.

stereoelectroencephalography · high gamma · movement detection · stimulus locking · brain-computer interface · linear discriminant analysis · OpenNeuro ds006253

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  1. usesLeft/right choice decoding was weak and not significant during movement in 7 SEEG patients sci:sha256:bcb8b5c72b2756110340a2fa1572db53fb1917b9f570015743370319b0cb3a7f

    Input features (author 70-150 Hz bins and windows, 7 ds006253 patients) and raw-file provenance were copied unchanged from this package.

  2. supportsIn cued SEEG, press-trained high-gamma decoder onset was largely go-cue locked in 7 of 7 working decoders sci:sha256:d6f1673ce231c63020f7f3368d85aac0d3d454934fdd955750d4f66caf1b82b6

    Same latency-slope logic on a different task (free mouse movement after a motion decision, ds006253): the detector onset was again partly locked to the stimulus (beta -0.45 in the movement frame).

  3. supportsIn five patients, a 70–150 Hz SEEG movement detector also scored visual stimulus periods highly sci:sha256:15f05b5465a987bcbeecc6cc162a2bce898262ac7004b2e313258f644479e9f8

    The movement-vs-rest detector output rose before movement and earlier on slow trials, which agrees with its high scores after stimulus onset in ds006253.

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