Pith Number

pith:4JPXGSRU

pith:2017:4JPXGSRUBSQPCAWDEIWOONBX5P

not attested not anchored not stored refs pending

Learning to update Auto-associative Memory in Recurrent Neural Networks for Improving Sequence Memorization

Bowen Zhou, Wei Zhang

arxiv:1709.06493 v3 · 2017-09-19 · cs.AI · cs.LG · 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{4JPXGSRUBSQPCAWDEIWOONBX5P}

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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

Decomposing Prediction Mechanisms for In-Context Recall

Receipt and verification

First computed	2026-05-18T00:33:48.085831Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e25f734a340ca0f102c3222ce73437ebeabc58b88dcdb08a749d2e30bea66246

Aliases

arxiv: 1709.06493 · arxiv_version: 1709.06493v3 · doi: 10.48550/arxiv.1709.06493 · pith_short_12: 4JPXGSRUBSQP · pith_short_16: 4JPXGSRUBSQPCAWD · pith_short_8: 4JPXGSRU

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/4JPXGSRUBSQPCAWDEIWOONBX5P \
  | 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: e25f734a340ca0f102c3222ce73437ebeabc58b88dcdb08a749d2e30bea66246

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "90120d90eadac6364f4616f15e24ac0bc6b5025c7a71e00f4555e3ac3d099ccb",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.AI",
    "submitted_at": "2017-09-19T15:55:16Z",
    "title_canon_sha256": "f9076119d4d98fbc006ec416c97f7014718509a137ef99e563fb6560f0a886c4"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1709.06493",
    "kind": "arxiv",
    "version": 3
  }
}