Pith Number

pith:C5L6G4HG

pith:2019:C5L6G4HGMXNSEV5OPGO2BPF3FB

not attested not anchored not stored refs pending

Understanding LSTM -- a tutorial into Long Short-Term Memory Recurrent Neural Networks

Eric Rothstein Morris, Ralf C. Staudemeyer

arxiv:1909.09586 v1 · 2019-09-12 · cs.NE · cs.CL · cs.LG

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{C5L6G4HGMXNSEV5OPGO2BPF3FB}

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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

6 papers in Pith

Urdu Katib Handwritten Dataset: A Historical Document Dataset for Offline Urdu Handwritten Text Recognition with CRNN-Based Baseline Evaluation

Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers

Risk Averse Alert Prioritization for IDS Using Subnormal Gaussian Fuzzy Models

Leveraging Large Language Models for Sentiment Analysis: Multi-Modal Analysis of Decentraland's MANA Token

Differential-UMamba: Rethinking Tumor Segmentation Under Limited Data Scenarios

Receipt and verification

First computed	2026-07-05T00:06:01.919883Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1757e370e665db2257ae799da0bcbb28632afdc3052c5db8155d3336fcd8789a

Aliases

arxiv: 1909.09586 · arxiv_version: 1909.09586v1 · doi: 10.48550/arxiv.1909.09586 · pith_short_12: C5L6G4HGMXNS · pith_short_16: C5L6G4HGMXNSEV5O · pith_short_8: C5L6G4HG

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/C5L6G4HGMXNSEV5OPGO2BPF3FB \
  | 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: 1757e370e665db2257ae799da0bcbb28632afdc3052c5db8155d3336fcd8789a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3a1ee6360f5fdf2f4e0c5da90f61c0f994faf45ed19dc3590566e6117cc09032",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2019-09-12T15:44:51Z",
    "title_canon_sha256": "d930ee4f27dccd0fdcce6b30a59d5679a64f883d3539ca96a950cb9f7fc8d9ee"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.09586",
    "kind": "arxiv",
    "version": 1
  }
}