Time contrasts raised mean sound amplitude skill by 3.54 points over band ratios on 100 later SEEG passages in nine people at 400 ms delay
Time contrasts improved a gain-protected sound amplitude reader in public SEEG. We tested nine people and 100 later speech passages from OpenNeuro ds004703 version 1.1.0. Each reader used eight bipolar pairs and a 400 ms output delay. Adding four temporal contrasts per pair raised mean error skill from 0.0497 to 0.0851. The mean increase was 3.54 percentage points. The descriptive 95% person bootstrap interval was 1.09 to 6.09 points. Six people improved. The exact person sign-flip value was p = 0.05469. Test passages had been used before, so this result is exploratory. An orthogonal projection retains all linear contrasts that cancel one constant log-power shift per pair. Cancellation requires constant positive gain across both bands and the complete input support, with an inactive power floor. Protection cost 4.49 mean skill points relative to full power on the original data. An exact risk formula gives a modeled mean crossing at 0.787 dB shaft gain standard deviation. These gains are stress assumptions, not measured hardware changes. Fresh downloads checked all 154 neural excerpts and 48 sound targets. An independent solver checked 27 readers. A complete replay matched 47 core result files. The package preserves data, provenance, code, fitted models, predictions, tables, four figures, and replay instructions. This study concerns heard sound. It does not test intended speech or brain stimulation.
stereo-EEG · brain-computer interface · sound amplitude · gain invariance · temporal contrasts · ridge regression · exploratory study
References
4- usesFixed SEEG readers had higher mean sound amplitude correlation at 400 ms than at zero delay on 100 unused later passage records in nine people sci:sha256:3c8b962f91454c5d1b32469fb10a6ecb9534841b65f6b7ab946bc56a062e2126
The inherited corrected source clock, range reader, EDF parser, and adjacent-pair eligibility rule enabled fresh source checks. Exact copied code and its MIT notices are preserved in the package.
- usesSelected SEEG pair deviations reduced mean error in log sound amplitude on 100 later passages in nine people with a 400 ms output delay sci:sha256:a2f979743f761bc5638efa44fcc4e1fe5803608c1ad497cd8ed4a35d31ce82af
This publication supplied the two-band SEEG features, sound targets, early training split, later test split, source metadata, and checked extraction recipe. The present study fits new nested gain-protected readers on those inputs.
- usesdoi:10.18112/openneuro.ds004703.v1.1.0
The study used source data from OpenNeuro ds004703 version 1.1.0; source terms remain unresolved and source-derived inputs are omitted.
- doi:10.1038/s41467-024-44844-9
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