Pith Number

pith:JL2VQKNY

pith:2024:JL2VQKNY5BNDJFGMROCAKBW4QQ

not attested not anchored not stored refs pending

Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification

Changming Zhao, Dongrui Wu, Jingwei Luo, Ruimin Peng, Wenzhong Liu, Xinxing Chen, Zhenbang Du

arxiv:2412.15224 v1 · 2024-12-04 · eess.SP · 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{JL2VQKNY5BNDJFGMROCAKBW4QQ}

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	2026-07-05T09:51:59.834554Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4af55829b8e85a3494cc8b840506dc840c784261e97c316014000f2c12098fb1

Aliases

arxiv: 2412.15224 · arxiv_version: 2412.15224v1 · doi: 10.48550/arxiv.2412.15224 · pith_short_12: JL2VQKNY5BND · pith_short_16: JL2VQKNY5BNDJFGM · pith_short_8: JL2VQKNY

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/JL2VQKNY5BNDJFGMROCAKBW4QQ \
  | 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: 4af55829b8e85a3494cc8b840506dc840c784261e97c316014000f2c12098fb1

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4d3d5d2ffdfe2956a2454ff21bad96bd5b1768128cfdcbf66e3e87ffcd8366ad",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2024-12-04T11:31:23Z",
    "title_canon_sha256": "cb3b958b9f642710e23f8a286ac113dff9a8f42c8621477c537bcc1966362022"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.15224",
    "kind": "arxiv",
    "version": 1
  }
}