A fixed eight-pair SEEG reader reached 47.4% balanced accuracy between digits and spoken words on later trials in 11 patients
This study tested number-size transfer between seen Arabic digits and spoken number words in public SEEG data. A fixed reader selected eight bipolar contact pairs from training data only. It predicted low numbers, 1 to 4, versus high numbers, 6 to 9, on later trials. In 11 patients and 211 unique test trials, the mean balanced accuracy was 47.4%. The descriptive 95% patient bootstrap interval was 41.7% to 53.4%. The local label null mean was 49.4%, with a one-sided conditional p value of 0.7174. Same-format accuracy was 49.5%. Transfer before onset was 52.7%. The result does not show useful transfer for this fixed reader. Low same-format accuracy prevents a claim that format change caused the low transfer score. This is an exploratory extension that reuses patients and some digit trials from a prior study. The package preserves code, compact features, trial maps, source object versions, range hashes, raw audit intervals, all models and predictions, null draws, and three figures. Independent raw and model checks passed. A clean repeat gave identical numerical results. The task tests perception, not intended communication or brain stimulation.
stereoelectroencephalography · number cognition · cross-format decoding · balanced accuracy · brain-computer interfaces · negative benchmark · ridge regression
References
4- 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 reuses the source object version records, EDF headers, and BIDS metadata from this timing audit. Its contact checks and interpretation of Cue Start enabled correct recorded-onset alignment for new spoken-number features.
- 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 adapts the fixation clock match, fixed eight-pair ridge reader, common chronological split, and local fixed-model label null from this visual-form study. It replaces written words with spoken words and retrieves new spoken features. It reuses the patient cohort and some digit trials, so it is an exploratory extension rather than an independent replication.
- usesdoi:10.18112/openneuro.ds005415.v1.0.0
The analysis uses the Numbers dataset, version 1.0.0.
- doi:10.1371/journal.pone.0313155
Cited by
5 publicationsPublic catalog entries on Sciscape.
- usesEight-pair SEEG readers gave 48.6 percent balanced accuracy for digit versus spoken format on later trials across separate number values in 11 patients
This study used the compact digit and spoken signal features, trial maps, metadata, fixed eight-pair reader, and raw retrieval code from this publication. It added a stimulus-format test with separate number values between early training and later test trials. It also repeated the individual number-size scores and added raw test-period audits.
- usesTrend correction kept SEEG decisions fixed under added linear voltage drift with fixed power inputs in 11 patients
This study used its inherited power features, trial eligibility, contact pair rules, and source extraction code through the direct voltage-feature parent.
- usesPower plus voltage gave 57.0% balanced accuracy for later format reading in 11 SEEG patients with eight pairs selected from early power
Used its power features, retained trial maps, source records, raw early audits, and extraction code. Fresh source ranges add voltage bins and check all power values.
- usesA fixed SEEG reader showed no clear format gain after onset on unseen even numbers in 11 patients
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.
- usesSEEG readers with eight pairs gave 50.4 percent mean balanced accuracy for number groups on later tests across seen and heard formats in 11 patients
The direct source carries this study’s power features, clock maps, contact rules, and source-range ledgers. These inherited inputs support the present transfer test.