pith. sign in
Pith Number

pith:MR4Z3CXK

pith:2020:MR4Z3CXKOOYH7CLUSPPUQAXN3P
not attested not anchored not stored refs pending

Self-Organized Operational Neural Networks with Generative Neurons

Alexandros Iosifidis, Habib Ben Abdallah, Junaid Malik, Moncef Gabbouj, Serkan Kiranyaz, Turker Ince

arxiv:2004.11778 v1 · 2020-04-24 · cs.LG · eess.SP · stat.ML

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{MR4Z3CXKOOYH7CLUSPPUQAXN3P}

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 2026-07-05T00:57:57.639411Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

64799d8aea73b07f897493df4802eddbc2ba06878fe1af47832cc9e6ce05c2a8

Aliases

arxiv: 2004.11778 · arxiv_version: 2004.11778v1 · doi: 10.48550/arxiv.2004.11778 · pith_short_12: MR4Z3CXKOOYH · pith_short_16: MR4Z3CXKOOYH7CLU · pith_short_8: MR4Z3CXK
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/MR4Z3CXKOOYH7CLUSPPUQAXN3P \
  | 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: 64799d8aea73b07f897493df4802eddbc2ba06878fe1af47832cc9e6ce05c2a8
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "ef5ac830e91a11e012c1fbbefa64bb4124ed1be387b6f5f1e9eff8cb9343286a",
    "cross_cats_sorted": [
      "eess.SP",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-04-24T14:37:56Z",
    "title_canon_sha256": "c15bfdf29adac96b7cf491515a1821f86947f738d4b7acf8ebcf2c9ca5383a9f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2004.11778",
    "kind": "arxiv",
    "version": 1
  }
}