pith. sign in
Pith Number

pith:6IVPXN4M

pith:2014:6IVPXN4MJXGYRAVMG2NB7MFCBN
not attested not anchored not stored refs pending

Understanding Minimum Probability Flow for RBMs Under Various Kinds of Dynamics

Daniel Jiwoong Im, Ethan Buchman, Graham W. Taylor

arxiv:1412.6617 v6 · 2014-12-20 · cs.LG

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{6IVPXN4MJXGYRAVMG2NB7MFCBN}

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 2026-05-18T02:19:26.233563Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

f22afbb78c4dcd8882ac369a1fb0a20b4d15da6232aee7ec580071d63950b2e4

Aliases

arxiv: 1412.6617 · arxiv_version: 1412.6617v6 · doi: 10.48550/arxiv.1412.6617 · pith_short_12: 6IVPXN4MJXGY · pith_short_16: 6IVPXN4MJXGYRAVM · pith_short_8: 6IVPXN4M
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/6IVPXN4MJXGYRAVMG2NB7MFCBN \
  | 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: f22afbb78c4dcd8882ac369a1fb0a20b4d15da6232aee7ec580071d63950b2e4
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "d905aee90ea85fd151cc41b0537d9265f45f471990b6de669e12ba2863bf90ae",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2014-12-20T07:08:37Z",
    "title_canon_sha256": "55a7209f07803caf25fd28c4b248ebff604b4e148e834780484a8c730e84c042"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1412.6617",
    "kind": "arxiv",
    "version": 6
  }
}