Pith Number

pith:AOA6OSHA

pith:2023:AOA6OSHA5OUDIDEJWCJYZ3REWS

not attested not anchored not stored refs pending

On the Dynamics of Learning Time-Aware Behavior with Recurrent Neural Networks

Edward Rietman, Hava T. Siegelmann, Peter DelMastro, Rushiv Arora

arxiv:2306.07125 v1 · 2023-06-12 · cs.LG · cs.NE

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{AOA6OSHA5OUDIDEJWCJYZ3REWS}

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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

A ghost mechanism: An analytical model of abrupt learning in recurrent networks

Receipt and verification

First computed	2026-07-05T06:19:48.002546Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

0381e748e0eba8340c89b0938cee24b4b3fab0dc8e6c0370712b435cdb7090b6

Aliases

arxiv: 2306.07125 · arxiv_version: 2306.07125v1 · doi: 10.48550/arxiv.2306.07125 · pith_short_12: AOA6OSHA5OUD · pith_short_16: AOA6OSHA5OUDIDEJ · pith_short_8: AOA6OSHA

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/AOA6OSHA5OUDIDEJWCJYZ3REWS \
  | 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: 0381e748e0eba8340c89b0938cee24b4b3fab0dc8e6c0370712b435cdb7090b6

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "981ac69bcadb0b68f3f5b2808f65370acc23bd827fca17afa23d8a34a2a7d4b7",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-06-12T14:01:30Z",
    "title_canon_sha256": "b82b33d3f09df756f8822cc81b2a095771911b0053e9465cde80d2ed5075cdda"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.07125",
    "kind": "arxiv",
    "version": 1
  }
}