Pith. sign in
Pith Number

pith:FMXWX6H4

pith:2024:FMXWX6H47WVTT64HUKFJWYRQ3E
not attested not anchored not stored refs pending

Transfer Learning with Active Sampling for Rapid Training and Calibration in BCI-P300 Across Health States and Multi-centre Data

Christian Flores, Ichiro Macedo, Javier Andreu-Perez, Marcelo Contreras

arxiv:2412.17833 v1 · 2024-12-14 · eess.SP · cs.AI · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{FMXWX6H47WVTT64HUKFJWYRQ3E}

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Record completeness

1 Bitcoin timestamp
2 Internet Archive
3 Author claim open · sign in to claim
4 Citations open
5 Replications open
Portable graph bundle live · download bundle · merged state
The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.
Receipt and verification
First computed 2026-07-05T09:53:29.759953Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

2b2f6bf8fcfdab39fb87a28a9b6230d92f9e047cb89c6b5dfdc7d6ae005bb864

Aliases

arxiv: 2412.17833 · arxiv_version: 2412.17833v1 · doi: 10.48550/arxiv.2412.17833 · pith_short_12: FMXWX6H47WVT · pith_short_16: FMXWX6H47WVTT64H · pith_short_8: FMXWX6H4
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/FMXWX6H47WVTT64HUKFJWYRQ3E \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 2b2f6bf8fcfdab39fb87a28a9b6230d92f9e047cb89c6b5dfdc7d6ae005bb864
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "133b722ccd1da07ecfcd6cd181b8fd03fb86578ae43b99cd4d48e3f951561738",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-12-14T14:20:21Z",
    "title_canon_sha256": "2a5203d2e686cd19bd3983af4ad57b05a5ca364f46757e6077a4b43fd6108f70"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.17833",
    "kind": "arxiv",
    "version": 1
  }
}