Pith Number

pith:M25IUDIM

pith:2023:M25IUDIMN7GOXMT2GA5CXU6QGQ

not attested not anchored not stored refs pending

Graph Neural Networks over the Air for Decentralized Tasks in Wireless Networks

Deniz Gunduz, Zhan Gao

arxiv:2302.08447 v3 · 2023-02-16 · 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{M25IUDIMN7GOXMT2GA5CXU6QGQ}

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.

Cited by

1 paper in Pith

Topological Neural Networks over the Air

Receipt and verification

First computed	2026-07-05T08:21:04.332641Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

66ba8a0d0c6fccebb27a303a2bd3d0341bfe7673f121b54693f44398c05356cf

Aliases

arxiv: 2302.08447 · arxiv_version: 2302.08447v3 · doi: 10.48550/arxiv.2302.08447 · pith_short_12: M25IUDIMN7GO · pith_short_16: M25IUDIMN7GOXMT2 · pith_short_8: M25IUDIM

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/M25IUDIMN7GOXMT2GA5CXU6QGQ \
  | 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: 66ba8a0d0c6fccebb27a303a2bd3d0341bfe7673f121b54693f44398c05356cf

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c8920be59e21f4b8e0f8f023861812288d75908bb829312d5eff15e4583e3382",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "eess.SP",
    "submitted_at": "2023-02-16T17:40:23Z",
    "title_canon_sha256": "5464a9f45982aa36d0525941f0edbb641ab8b9cfbc0a7ba4e7c57b9e844e529f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2302.08447",
    "kind": "arxiv",
    "version": 3
  }
}