Pith Number

pith:R3C6GEGV

pith:2022:R3C6GEGVB4QN5ICKZP5A5GPVM4

not attested not anchored not stored refs pending

Training neural networks using Metropolis Monte Carlo and an adaptive variant

Corneel Casert, Ian Benlolo, Isaac Tamblyn, Stephen Whitelam, Viktor Selin

arxiv:2205.07408 v2 · 2022-05-16 · cs.LG · cond-mat.stat-mech · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{R3C6GEGVB4QN5ICKZP5A5GPVM4}

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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

Dissecting a Small Artificial Neural Network

Receipt and verification

First computed	2026-07-05T04:47:28.431870Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8ec5e310d50f20dea04acbfa0e99f5671bf95aa5e2ddb0d36592b64cc717a92a

Aliases

arxiv: 2205.07408 · arxiv_version: 2205.07408v2 · doi: 10.48550/arxiv.2205.07408 · pith_short_12: R3C6GEGVB4QN · pith_short_16: R3C6GEGVB4QN5ICK · pith_short_8: R3C6GEGV

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/R3C6GEGVB4QN5ICKZP5A5GPVM4 \
  | 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: 8ec5e310d50f20dea04acbfa0e99f5671bf95aa5e2ddb0d36592b64cc717a92a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5578ce7330a6a1610bf87a8b634adae8fe8fb47643d501fe3aca003211b42476",
    "cross_cats_sorted": [
      "cond-mat.stat-mech",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-05-16T01:01:55Z",
    "title_canon_sha256": "b4db11fd906babe6875cd141d82f2d55bb89b21454e9607da39f98a2e60937e3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2205.07408",
    "kind": "arxiv",
    "version": 2
  }
}