Pith Number

pith:ZSIWYG44

pith:2018:ZSIWYG44WOD4PNTYISZYO5QNM2

not attested not anchored not stored refs pending

GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization

Fisher B. Gouza, Jiawei Zhang

arxiv:1805.07500 v2 · 2018-05-19 · cs.LG · cs.NE · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZSIWYG44WOD4PNTYISZYO5QNM2}

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	2026-05-17T23:51:44.185572Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cc916c1b9cb387c7b67844b387760d66abd97bda540289be6e7174c8c6bd289d

Aliases

arxiv: 1805.07500 · arxiv_version: 1805.07500v2 · doi: 10.48550/arxiv.1805.07500 · pith_short_12: ZSIWYG44WOD4 · pith_short_16: ZSIWYG44WOD4PNTY · pith_short_8: ZSIWYG44

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/ZSIWYG44WOD4PNTYISZYO5QNM2 \
  | 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: cc916c1b9cb387c7b67844b387760d66abd97bda540289be6e7174c8c6bd289d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "54aeeb0b0671f1f6376b4f5d76e4c698dcb2133ac4833a616b807dc95485b243",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-05-19T03:16:44Z",
    "title_canon_sha256": "e9b7a428dfaf69cbc6dc08ae1ada6769a0b4fcdd7539a28220f809234d9b4ea5"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1805.07500",
    "kind": "arxiv",
    "version": 2
  }
}