Pith Number

pith:WXLEM7CR

pith:2017:WXLEM7CRU6IGRZLUSYCG25WVXX

not attested not anchored not stored refs pending

A Deterministic and Generalized Framework for Unsupervised Learning with Restricted Boltzmann Machines

Andre Manoel, Eric W. Tramel, Florent Krzakala, Francesco Caltagirone, Marylou Gabri\'e

arxiv:1702.03260 v3 · 2017-02-10 · cs.LG · cond-mat.dis-nn · 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{WXLEM7CRU6IGRZLUSYCG25WVXX}

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	2026-05-18T00:03:10.047406Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b5d6467c51a79068e57496046d76d5bdefe2508211337820674e4adb9ccb9bff

Aliases

arxiv: 1702.03260 · arxiv_version: 1702.03260v3 · doi: 10.48550/arxiv.1702.03260 · pith_short_12: WXLEM7CRU6IG · pith_short_16: WXLEM7CRU6IGRZLU · pith_short_8: WXLEM7CR

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/WXLEM7CRU6IGRZLUSYCG25WVXX \
  | 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: b5d6467c51a79068e57496046d76d5bdefe2508211337820674e4adb9ccb9bff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "97dd42bae0e0c14697f20b60124f823c391bf3729434b3b5a2e57cb4f7511d46",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-02-10T17:29:51Z",
    "title_canon_sha256": "067e19c26428af49e0a78a382754793a5e7e87182e979bac9a28a9b07c3ef9a4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1702.03260",
    "kind": "arxiv",
    "version": 3
  }
}