Five of seven local SEEG votes kept the clean majority under one shaft fault in eight recordings
We tested a SEEG reader with seven local voters in eight public recordings from OpenNeuro ds004473, version 1.0.2. Each voter used one pair on a separate electrode shaft. The gate required at least five matching votes. Across 1,348 later test windows, every output after one arbitrary shaft-vote replacement matched the clean ungated local majority. A complete proof and all 128 vote patterns confirmed this bound. The gate gave output on 55.3% of windows and correct output on 43.1%, with equal weight for each person. One fault could still expose wrong output from 249 of 583 clean withheld windows. Only 18.3% of windows kept correct output under every allowed fault. The guarantee requires isolated shaft processing and correct vote software. It does not prove that an event label is correct. The package preserves code, features, pinned source records, raw audit ranges, model states, fault cases, checks, and three figures. The scope is an event-aligned test in one session per person.
stereoelectroencephalography · brain-computer interfaces · fault tolerance · voting classifiers · selective prediction · robust classification
References
4- usesTargeted feature changes on one shaft caused wrong outputs from all 507 withheld windows in eight fixed SEEG output gates sci:sha256:1fd8f851cf7118ce9e700c994e688d7b7e7208bc7d0f413aed76fb283bd500bc
Its one-shaft feature tests showed that an agreement gate could give wrong output from clean withheld windows. We used that result to define a protected clean-majority reference and to test withheld windows in the new local vote gate.
- usesEight SEEG pairs classify pre-response and rest windows at 70.7% mean balanced accuracy in later trials from eight recordings sci:sha256:c74068384c7c056974c8568aab987cf5a8eee9979a622c22efa1b67a911e77fd
We reused its fixed SEEG features, retained trials, splits, source metadata, pinned byte-range records, retrieval code, and model states. These files made the new seven-shaft vote test and source checks reproducible.
- usesdoi:10.18112/openneuro.ds004473.v1.0.2
This study used OpenNeuro ds004473 version 1.0.2 for the eight-person SEEG test and retained its CC0 source metadata and permitted numerical inputs.
- doi:10.1088/1741-2552%2Facae0a
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