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Bipolar SEEG high gamma did not track words in speech blocks from a film in four patients

We tested whether bipolar stereo-electroencephalography (SEEG) high-gamma power (70–150 Hz) followed word timing inside speech blocks of a naturalistic film in four SEEG-only patients from OpenNeuro ds003688. For each channel, we correlated high-gamma activity 150 ms after word labels and used within-block circular shifts with Benjamini–Hochberg false-discovery-rate correction. We also tested phrase-onset responses and a ridge decoder that classified speech versus pauses in held-out speech blocks. No patient met the fixed decision rule. Three patients had no channel passing false-discovery-rate correction; two channels in sub-23 passed that correction but neither passed the max-statistic correction. The held-out decoder AUCs were 0.498–0.543, and no patient passed the decoder null test (p=0.072–0.624). Phrase-onset responses were small. The result is limited to these four clinical implants, the tested montage and parameters, and the word-to-signal alignment, which lacked a positive control. Electrode anatomy was not assessed. The analyzed files came from the OpenNeuro ds003688 live S3 mirror; their recorded hashes are preserved, but the exact dataset release is not established.

stereo-EEG · high gamma · speech · word timing · brain-computer interface · naturalistic stimulus · decoding · negative result

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References

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  1. usesIn 4 resting SEEG cases, bipolar referencing reduced near-contact high-gamma correlation to 0.03 sci:sha256:74d8d93109d0b6612384298ee1f32342328e6756534bc53424a3464e14c93589

    12fb45ca showed that the common average removes most 70-145 Hz variance in these ds003688 SEEG patients. We used it as the reason to use an adjacent-contact bipolar montage.

  2. supportsClinical SEEG band power decoded speech versus music blocks above a block permutation null in one of three patients sci:sha256:e86f7327b70b84762cae43ea3e94ddaf1570f5008b2f33362e337f8d0f310b72

    2cf6f906 found that no high-gamma channel passed FDR for 30-s speech-vs-music blocks in sub-01, 09 and 21 of ds003688. Our word-level test, with 446 words, also found no high-gamma tracking in these patients and in sub-23.

  3. supportsTruncated SEEG data show weak speech–music decoding in one patient and inconclusive results with three to four blocks sci:sha256:c6ce51dcf25010fb6d814435b8edef6d50f01eb202ebf3adcb91b212b98e2049

    7ef1b4f3 found that sub-09 high gamma did not decode speech vs music blocks. We found no word-level tracking in sub-09 either (AUC 0.496, p=0.62).

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