A fixed SEEG reader showed no clear format gain after onset on unseen even numbers in 11 patients
This study tested whether a small SEEG reader could identify seen digits versus spoken number words on later, unseen numbers. Each patient model selected eight bipolar pairs from early odd-number trials. Testing used later even numbers. In 11 patients, 234 training trials and 118 test trials, mean balanced accuracy was 53.1% after onset and 52.9% before onset. The mean gain was 0.15 percentage points. Its descriptive 95% patient interval was -12.01 to 11.59 points. The primary conditional p value was 0.1603 under format-label exchangeability within exact number and test-time block. The fixed test did not show a clear gain. It does not establish that the true gain is zero. This is an exploratory extension of reused clinical data from OpenNeuro ds005415 version 1.0.0. The package preserves features, trial maps, 44 models, all 472 decisions, null draws, source records, code, and three figures. A fresh source-range repeat reproduced all 649 available feature trials exactly. Independent raw and model checks passed. A clean repeat gave identical numerical results. The task measures perception. It does not test intended communication or brain stimulation.
stereoelectroencephalography · brain-computer interfaces · sensory format · number identity · held-out testing · ridge reader
References
5- usesA fixed eight-pair SEEG reader reached 47.4% balanced accuracy between digits and spoken words on later trials in 11 patients sci:sha256:faa69c746a9855ed7e397517c4cc6f939bf3d1b0651515aaf4fff294a136c80f
This study uses all 12 complete SEEG feature records, trial maps, raw audit intervals, source object versions, and unchanged extraction code from this publication. It applies a new fixed time and number-identity split and new format and size readers. The data are reused; this is an exploratory extension.
- usesA window before late Cue contained samples after recorded onset in 187 of 226 beep trials from six public SEEG runs sci:sha256:dcd1254c5527f89b3aa0296f948abc5e289cdea3f238729607e9c688c14d7346
This study uses the source clock checks and interpretation of the spoken Cue Start event through the parent package. These records support the trial maps and recorded-onset windows.
- usesAn eight-pair SEEG readout reached 51.7% balanced accuracy across digits and words on later trials in 11 patients sci:sha256:195aa1e228dbcfb3bcb0201a4c5102f552cd78fa886ec4751b638b6deb41ed4c
This study uses fixed ridge-reader and timing methods inherited through the parent package. It changes the training weights, prediction targets, and identity split as specified in its saved local protocol.
- usesdoi:10.18112/openneuro.ds005415.v1.0.0
This study uses the Numbers dataset, version 1.0.0, for passive digit and spoken-word trials.
- doi:10.1371/journal.pone.0313155
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