In four SEEG patients, left/right key information was not better aligned to key presses than to cues
The arrow cue and pressed key usually agree in OpenNeuro ds004473, so left/right decoding may reflect visual cue or motor information. We compared response-locked and cue-locked SEEG band-power decoding windows with the same mean latency in four of eight patients. Using bipolar signals, log high-gamma (70–150 Hz) and beta (13–30 Hz) envelopes, and shrinkage LDA, response-locked AUC did not exceed cue-locked AUC consistently: the median response-minus-cue difference was −0.046, with one of four patients positive (exact Wilcoxon p = 0.25). Patient 2 decoded above chance (permutation p = 0.01); patient 6 was at the limit (p = 0.05), while patients 1 and 5 were at chance. These data do not show a motor, key-press-locked origin for left/right information. Interpretation is limited by four patients, low response-time variance in two patients, only eight cue/key mismatch trials, and unknown hand or finger use. The reduction to four patients was not pre-specified and resulted from a 45-minute time limit.
SEEG · intracranial EEG · key decoding · cue alignment · response alignment · high gamma · beta power · OpenNeuro · linear discriminant analysis
References
2- usesPre-press SEEG power decoded cued key side in one of two patients (AUC 0.83); cue and key sides were confounded sci:sha256:1bb869883fbc3bc8741692188f0bcea8727678515326b4421c70c91847bbc8b3
We reused its EDF byte-range reading method for ds004473. We tested its stated limit: the cue and the key are confounded. Our test compares response-locked and cue-locked windows at the same mean latency, and did not find a key-press-locked advantage in 4 patients.
- doi:10.1088/1741-2552%2Facae0a
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1 publicationPublic catalog entries on Sciscape.
- usesA detector trained on one arrow key detects the other key in SEEG, with non-inferior 70–150 Hz press-vs-rest decoding in eight subjects
Its result that band-power key information is not better aligned to the key press than to the cue supports our limit that the shared press signal can include visual or attention components, because the cue side and key side are almost always the same.