Pith Number

pith:VWIZ3YLK

pith:2025:VWIZ3YLKSORRKP4SEPCP67JTBG

not attested not anchored not stored refs pending

Federated Learning for Epileptic Seizure Prediction Across Heterogeneous EEG Datasets

Ali Burak \"Unal, Cem Ata Baykara, Harlin Lee, Mete Akg\"un, Saurav Raj Pandey

arxiv:2508.08159 v1 · 2025-08-11 · 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{VWIZ3YLKSORRKP4SEPCP67JTBG}

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	2026-07-05T11:52:09.191782Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ad919de16a93a3153f9223c4ff7d3309ac9eaf5350762185442bbe96064f1a08

Aliases

arxiv: 2508.08159 · arxiv_version: 2508.08159v1 · doi: 10.48550/arxiv.2508.08159 · pith_short_12: VWIZ3YLKSORR · pith_short_16: VWIZ3YLKSORRKP4S · pith_short_8: VWIZ3YLK

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/VWIZ3YLKSORRKP4SEPCP67JTBG \
  | 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: ad919de16a93a3153f9223c4ff7d3309ac9eaf5350762185442bbe96064f1a08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5a758763eadb05118a4738a4e6b8444ef228faabbb11381b5948b8d1d3831971",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-08-11T16:36:31Z",
    "title_canon_sha256": "0baa0d1e82ed64ef94996ceb9bc21130294b8c23c61a0796daf06d0b025202ac"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2508.08159",
    "kind": "arxiv",
    "version": 1
  }
}