Pith Number

pith:XSE2POKI

pith:2024:XSE2POKI4MHYXEXOTNZOBLNR4W

not attested not anchored not stored refs pending

LDGCN: An Edge-End Lightweight Dual GCN Based on Single-Channel EEG for Driver Drowsiness Monitoring

Antoni Grau, Chuansheng Wang, Fuquan Zhang, Haoyi Fan, Jiayan Huang, Jingwei Huang

arxiv:2407.05749 v1 · 2024-07-08 · eess.SP · cs.HC · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XSE2POKI4MHYXEXOTNZOBLNR4W}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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	2026-07-05T08:41:18.253196Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

bc89a7b948e30f8b92ee9b72e0adb1e5b36b26ec31af3e1b01cb648f06e1d77a

Aliases

arxiv: 2407.05749 · arxiv_version: 2407.05749v1 · doi: 10.48550/arxiv.2407.05749 · pith_short_12: XSE2POKI4MHY · pith_short_16: XSE2POKI4MHYXEXO · pith_short_8: XSE2POKI

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/XSE2POKI4MHYXEXOTNZOBLNR4W \
  | 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: bc89a7b948e30f8b92ee9b72e0adb1e5b36b26ec31af3e1b01cb648f06e1d77a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "826f71ae7ba4dcf373b3262afb35f8db3a3567e2e7c9e91309e6b8c4763c3790",
    "cross_cats_sorted": [
      "cs.HC",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-07-08T08:55:25Z",
    "title_canon_sha256": "e34768b5af51c55eddc62d85ff2b8dae71253d5fee3fea91688837e190c58855"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05749",
    "kind": "arxiv",
    "version": 1
  }
}