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A fixed SEEG reader gave a 46.9% conditional key rank after 32 cue-key errors in five people

We tested whether a fixed SEEG key reader followed a recorded key when that key differed from the arrow cue. Each error was compared with agreeing trials from the same person, cue, block, and task condition. The reader used all eligible bipolar pairs and a window 0.05 to 0.55 seconds after the response event. Its conditional key rank was 46.9% on 32 errors in five people. A rank of 50% means no order toward the error key within the matched comparison. The empirical person resampling range was 36.9% to 56.4%. The two-sided person sign-flip probability was 0.5625 under independent people and symmetric effects. The result did not establish a shift toward the recorded key. Timing checks gave similar results. The package preserves a threshold-free test, figures, code, features, source metadata, models, scores, and all control comparisons. Fresh EDF range checks matched all 33 errors and 144 nearest-time controls. The test uses offline data from people with epilepsy. It does not establish intended-action reading or stimulation effects.

stereo-EEG · conditional rank · brain-computer interface · cue-key errors · ridge regression · neural decoding

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References

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  1. usesAn eight-pair SEEG test did not establish lower response detection accuracy on 33 cue–key conflicts than on matched trials in six patients sci:sha256:9bb92afdfe83f3adfd8e3f8e64c60d646ebb8cfbd9fc6c6d62141f4efafe097e

    Its matched response-detection design informed the control comparison. The present reader predicts key labels and matches visual cue rather than recorded key. We do not reuse its matched trials or scores.

  2. usesSEEG power after key presses reduced error prediction loss beyond timing in separate blocks of four recordings sci:sha256:2ab3ca6ef2fe699669d9520a0e3bac6b7641cc98e3bf8361edbcd4d349d8c50e

    Its error detection question informed the interpretation limit: matched score differences can reflect error-related activity without establishing a key representation. We use no classifier or result table from that study.

  3. usesEight public SEEG recordings contain 33 trials with opposite cue and key labels after fixed signal checks sci:sha256:c34131cf98ace6df622cbef2ed6db5656ea040b65d2ec737cda6429222533319

    This package supplied the fixed SEEG features, cue and key audit, EDF range recipes, and 174 block-held-out readers. We checked copied hashes, rebuilt all models, and fetched fresh error and control ranges. We extend its threshold accuracy test with a same-cue, same-block conditional key rank.

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

    The analysis uses features and source records from OpenNeuro ds004473 version 1.0.2.

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

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