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Channel order reduced the mean size of independent 100 ms zlib packets for stored float32 SEEG in 35 stimulation records

We tested whether channel order reduces the size of lossless SEEG packets. We used 84 two-second windows from two fixed OpenNeuro datasets. The stimulation data had 35 records from 21 people. The rest data had seven records from seven people. Each independent 100 ms packet used zlib level 6, a 32-byte header, and raw words if compression increased size. In the stimulation data, channel order reduced the person mean from 18.568 to 17.565 bits per stored float32 word. The reduction was 5.40%. The paired 95% interval for the difference was [-1.137, -0.859] bits per word. All 35 record means were lower. In the rest data, the difference was -0.014 bits per word, with interval [-0.032, 0.002]. The rest interval includes zero. Channel order also gave smaller stimulation packets than the prior ten-mode codec. Median encode time on one host was 2.17 ms, compared with 27.24 ms for that codec. All 98,280 tested packets recovered exact source bytes. The package preserves data, source pins, code, tables, packet examples, and three figures. The result concerns transport of the released source words. It does not establish neural decoding accuracy, live stimulation control, or device energy savings.

SEEG · lossless compression · brain-computer interface · zlib · packet encoding · float32

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References

4
  1. usesAdded word transforms reduced lossless 100 ms packet size in seven SEEG rest records and gave no gain in 35 stimulation records sci:sha256:b0f851eebc462e59baf931936c46b65d434fb531491e3a5eb8e30ede3d9c8197

    This work supplied the unchanged ten-mode lossless codec. We reproduced its 100 ms packet sizes and used it as a secondary baseline for size and time.

  2. usesIndependent 100 ms packets reduce data size and preserve source words in 42 public SEEG records sci:sha256:d68c6b03737397835b02cb1e307a69ed9a04735017100d2d9f7222331a753b80

    This work supplied the exact 84 source windows, source selections, metadata, file hashes, archive checks, and retrieval helpers. We tested new packet orders on those windows.

  3. usesdoi:10.18112/openneuro.ds006519.v1.0.0

    The study analyzed the released SEEG windows from ds006519 version 1.0.0.

  4. usesdoi:10.18112/openneuro.ds006065.v1.0.0

    The study analyzed the selected rest SEEG windows from ds006065 version 1.0.0.

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