Pith Number

pith:UUGDULS2

pith:2025:UUGDULS2SY52DWBMCZQIOPQJVL

not attested not anchored not stored refs pending

TransformEEG: Towards Improving Model Generalizability in Deep Learning-based EEG Parkinson's Disease Detection

Andrea Zanola, Edoardo Paccagnella, Federico Del Pup, Filippo Iotti, Henning M\"uller, Louis Fabrice Tshimanga, Manfredo Atzori, Mattia Pezzato, Riccardo Brun, Sabrina Bertozzo

arxiv:2507.07622 v1 · 2025-07-10 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UUGDULS2SY52DWBMCZQIOPQJVL}

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	2026-07-05T11:35:02.072944Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a50c3a2e5a963ba1d82c1660873e09aad345dcd4eca059e2526eb02f14329f81

Aliases

arxiv: 2507.07622 · arxiv_version: 2507.07622v1 · doi: 10.48550/arxiv.2507.07622 · pith_short_12: UUGDULS2SY52 · pith_short_16: UUGDULS2SY52DWBM · pith_short_8: UUGDULS2

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/UUGDULS2SY52DWBMCZQIOPQJVL \
  | 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: a50c3a2e5a963ba1d82c1660873e09aad345dcd4eca059e2526eb02f14329f81

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "55f1bac0b0b26c4a9df5d9dc96d5fd40aa7925fe2c79db842064887b962a054e",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-07-10T10:44:53Z",
    "title_canon_sha256": "bacbc6d2da239e99ad9072372a28ca039f6220975b76ceb9c30fc10e1b4185e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.07622",
    "kind": "arxiv",
    "version": 1
  }
}