Pith Number

pith:4RMFAK3L

pith:2018:4RMFAK3LJ5H2B7TYISLB3WHQHW

not attested not anchored not stored refs pending

The unreasonable effectiveness of the forget gate

Joan Lasenby, Jos van der Westhuizen

arxiv:1804.04849 v3 · 2018-04-13 · cs.NE · 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{4RMFAK3LJ5H2B7TYISLB3WHQHW}

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.

Cited by

5 papers in Pith

Time-Scale Coupling Between States and Parameters in Recurrent Neural Networks

Gated Linear Attention Transformers with Hardware-Efficient Training

Titans: Learning to Memorize at Test Time

On the Importance of Multistability for Horizon Generalization in Reinforcement Learning

Learning to Forget: Continual Learning with Adaptive Weight Decay

Receipt and verification

First computed	2026-05-18T00:05:50.821864Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e458502b6b4f4fa0fe7844961dd8f03d95b31ae1de844a40444b638f38bad280

Aliases

arxiv: 1804.04849 · arxiv_version: 1804.04849v3 · doi: 10.48550/arxiv.1804.04849 · pith_short_12: 4RMFAK3LJ5H2 · pith_short_16: 4RMFAK3LJ5H2B7TY · pith_short_8: 4RMFAK3L

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/4RMFAK3LJ5H2B7TYISLB3WHQHW \
  | 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: e458502b6b4f4fa0fe7844961dd8f03d95b31ae1de844a40444b638f38bad280

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "aaebbac31cd33dfeae66289ee2de4ed008a9df811a58b922a34593eae380cab6",
    "cross_cats_sorted": [
      "cs.LG",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2018-04-13T09:18:17Z",
    "title_canon_sha256": "ef4d5125bdf07ad28765e693e8a175c71c837d47b52b88b3698d362dbccff8f2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1804.04849",
    "kind": "arxiv",
    "version": 3
  }
}