Pith Number

pith:JDUSXM5G

pith:2012:JDUSXM5GCXG7CAJDDJ3IHZ3ZH2

not attested not anchored not stored refs pending

On the difficulty of training Recurrent Neural Networks

Razvan Pascanu, Tomas Mikolov, Yoshua Bengio

arxiv:1211.5063 v2 · 2012-11-21 · cs.LG

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

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\usepackage{pith}
\pithnumber{JDUSXM5GCXG7CAJDDJ3IHZ3ZH2}

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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

13 papers in Pith

Multimodal and Multi-view Models for Emotion Recognition

On Inductive Biases in Deep Reinforcement Learning

Autoencoding sensory substitution

Composite Bayesian Optimization In Function Spaces Using NEON -- Neural Epistemic Operator Networks

Adaptive Federated Optimization

Receipt and verification

First computed	2026-05-18T03:33:25.436642Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

48e92bb3a615cdf101231a7683e7793eadcaabc805ad936c1f139fb2735d83c0

Aliases

arxiv: 1211.5063 · arxiv_version: 1211.5063v2 · doi: 10.48550/arxiv.1211.5063 · pith_short_12: JDUSXM5GCXG7 · pith_short_16: JDUSXM5GCXG7CAJD · pith_short_8: JDUSXM5G

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/JDUSXM5GCXG7CAJDDJ3IHZ3ZH2 \
  | 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: 48e92bb3a615cdf101231a7683e7793eadcaabc805ad936c1f139fb2735d83c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7b839f3beb92e596f8dd2d6ac2b875fa170be63d39b3aa5602ce967034926136",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2012-11-21T15:40:11Z",
    "title_canon_sha256": "48e1617522fe5a2a1f95afd7d6c97967a8ae53d60bf710b28ee425e1405d5a07"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1211.5063",
    "kind": "arxiv",
    "version": 2
  }
}