Pith Number

pith:PL3G327S

pith:2019:PL3G327SQJQJXWCL22EBLLESWS

not attested not anchored not stored refs pending

Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input

Benjamin Scellier, Damien Querlioz, Julie Grollier, Maxence Ernoult, Yoshua Bengio

arxiv:1905.13633 v1 · 2019-05-31 · cs.LG · 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{PL3G327SQJQJXWCL22EBLLESWS}

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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

FlowEqProp: Training Flow Matching Generative Models with Gradient Equilibrium Propagation

Receipt and verification

First computed	2026-05-17T23:44:34.359652Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

7af66debf282609bd84bd68815ac92b492db4ab958a7a655589e94e8b997dd0d

Aliases

arxiv: 1905.13633 · arxiv_version: 1905.13633v1 · doi: 10.48550/arxiv.1905.13633 · pith_short_12: PL3G327SQJQJ · pith_short_16: PL3G327SQJQJXWCL · pith_short_8: PL3G327S

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/PL3G327SQJQJXWCL22EBLLESWS \
  | 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: 7af66debf282609bd84bd68815ac92b492db4ab958a7a655589e94e8b997dd0d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fc2d84d79227de9b9911fb10451043e17e4f9689fe437398696dcef5a758dead",
    "cross_cats_sorted": [
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-05-31T14:26:39Z",
    "title_canon_sha256": "a06fa9e0fe95a53b243e00cf1f431d774a897498fd062ec62a33322ea4010d5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1905.13633",
    "kind": "arxiv",
    "version": 1
  }
}