Pith Number

pith:2PNAKNKP

pith:2013:2PNAKNKPBTSHXQNB5KP72456MV

not attested not anchored not stored refs pending

Knowledge Matters: Importance of Prior Information for Optimization

\c{C}a\u{g}lar G\"ul\c{c}ehre, Yoshua Bengio

arxiv:1301.4083 v6 · 2013-01-17 · cs.LG · cs.CV · 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{2PNAKNKPBTSHXQNB5KP72456MV}

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

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Receipt and verification

First computed	2026-05-18T03:18:29.253668Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d3da05354f0ce47bc1a1ea9ffd73be6558fbdf71a32f5520939a400295552753

Aliases

arxiv: 1301.4083 · arxiv_version: 1301.4083v6 · doi: 10.48550/arxiv.1301.4083 · pith_short_12: 2PNAKNKPBTSH · pith_short_16: 2PNAKNKPBTSHXQNB · pith_short_8: 2PNAKNKP

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/2PNAKNKPBTSHXQNB5KP72456MV \
  | 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: d3da05354f0ce47bc1a1ea9ffd73be6558fbdf71a32f5520939a400295552753

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "98eff2ea7893b57b14284bee5d8a358d1617c99b40555ae0b6f0949d7ce23468",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/3.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2013-01-17T13:06:52Z",
    "title_canon_sha256": "91333d21c33aa974e90c23ac9838529918be39d8643b883f64b124a7aab4a700"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1301.4083",
    "kind": "arxiv",
    "version": 6
  }
}