Pith Number

pith:VYJAZ5JW

pith:2022:VYJAZ5JWW32OYZ5SGS43W7PC2V

not attested not anchored not stored refs pending

Learning State Transition Rules from Hidden Layers of Restricted Boltzmann Machines

Katsumi Inoue, Koji Watanabe

arxiv:2212.03374 v1 · 2022-12-07 · 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{VYJAZ5JWW32OYZ5SGS43W7PC2V}

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	2026-07-05T05:23:15.440768Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ae120cf536b6f4ec67b234b9bb7de2d56c8dd69d94396601c7b42db4da1eba0e

Aliases

arxiv: 2212.03374 · arxiv_version: 2212.03374v1 · doi: 10.48550/arxiv.2212.03374 · pith_short_12: VYJAZ5JWW32O · pith_short_16: VYJAZ5JWW32OYZ5S · pith_short_8: VYJAZ5JW

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/VYJAZ5JWW32OYZ5SGS43W7PC2V \
  | 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: ae120cf536b6f4ec67b234b9bb7de2d56c8dd69d94396601c7b42db4da1eba0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "219640b84a463a3707932d24d0f494a751c02daf754e60a977c970ca78b9db74",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-12-07T00:01:20Z",
    "title_canon_sha256": "5d1d2f2adb4001d3dfa3be08e13c98337db5eaecf6e81ef9799d1b4049760d3b"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2212.03374",
    "kind": "arxiv",
    "version": 1
  }
}