A scaled pulse triplet kept five-pulse SEEG forecast size bounded under two replacements and increased error in eight unchanged sessions
We tested a short calibration rule for recorded responses to brain stimulation. The rule selects the closest three of five SEEG pulse waveforms. It then scales their mean by a value from zero to one. We proved that its forecast size stays bounded when any two inputs change and the other three stay fixed. This is an application of established minimum diameter averaging. In public OpenNeuro ds004696 data, we tested eight patient sessions, 86 stimulation sites, and 886 site-readout pairs. The first five good pulses fitted the rule. The final five pulses tested it. Under two specified artificial common faults at gain +10, the mean patient error reduction was 84.02% against the existing scaled mean of five. The 95% patient bootstrap interval was 82.25% to 85.77%. On unchanged calibration data, the mean error increase was 5.63%. Moderate artificial faults could also increase error. The proof limits forecast size. It does not guarantee low error or safe stimulation. The package contains exact trial products, source hashes, figures, and archived results. The GPL source code remains in the local archive and is omitted from the SCI package.
stereoelectroencephalography · robust aggregation · minimum diameter averaging · pulse response · brain-computer interface · fault tolerance · forecast error
References
8- usesA five-pulse SEEG contrast cancels power terms and gives an uncertain mean at 20 to 500 ms in eight sessions sci:sha256:633fd1027607cdad4059625988523866425efc05c4ffe398a3f9ee6f1046eeb5
Its exact ten-pulse trial products, public source metadata, source hashes, and extraction code supplied the input data.
- usesFive-pulse noise scaling reduced later single-pulse error for 20–500 ms centered bipolar SEEG in eight patient sessions sci:sha256:fbc06ab469d48eac7a6f54dd97cd24ccd9c7c5ca4b0db4d64340536b3e81428a
Its clipped noise scale supplied the reference five-pulse rule and the scale applied to the selected triplet.
- usesThe clipped five-pulse SEEG rule bounds forecast size when one calibration waveform changes sci:sha256:335759bcc1cfed2a6dab69a9e2a12330fe8d117f7a31658e01f9008ce0b20c97
Its bound for one arbitrary replacement motivated the new two-replacement proof and failure example.
- usesA five-pulse check selected more repeatable bipolar SEEG pairs within eight epilepsy patient sessions sci:sha256:b5b7963746f5c6d2a2a8f7844ec590732a4eb152bc7a70979b3bc95c3e27820f
Its chronological first-five and final-five benchmark supplied the cohort and trial-selection rules.
- usesA five-pulse geometric median did not show lower normalized SEEG forecast error than noise scaling under one simulated fivefold gain fault in eight patient sessions sci:sha256:8223232d6530ad0c2c68c2d9d7f4cc7c52e5dfe63eb43307f2acbc4b772aaa73
Its geometric-median comparison supplied an established robust reference for unchanged and artificial-fault calibration.
- supersedesA scaled pulse triplet kept five-pulse SEEG forecast size bounded under two replacements and increased error in eight unchanged sessions sci:sha256:6641fe51b3dd57b4d5154bf8188cd6663ebc24f96eb1fc0760d403111015ec7f
The package checker now excludes catalog metadata that sci adds during file retrieval. This corrects the reproduction command for downloaded packages. The proof, input data, and scientific results are the same.
- usesdoi:10.18112/openneuro.ds004696.v1.0.1
The analyzed compact trial products derive from OpenNeuro ds004696 version 1.0.1.
- doi:10.1523/JNEUROSCI.2201-22.2023
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