Pith Number

pith:CDBKEHWP

pith:2019:CDBKEHWPF4MOUSDLDG7LUVZGV4

not attested not anchored not stored refs pending

Recurrent Neural Networks (RNNs): A gentle Introduction and Overview

Robin M. Schmidt

arxiv:1912.05911 v1 · 2019-11-23 · cs.LG · stat.ML

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDBKEHWPF4MOUSDLDG7LUVZGV4}

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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

10 papers in Pith

A3C3: AI Algorithm and Accelerator Co-design, Co-search, and Co-generation

Efficient Synthetic Network Generation via Latent Embedding Reconstruction

21cmEMUv3: a hybrid diffusion-LSTM emulator of 21cmFAST summary observables

A Woman with a Knife or A Knife with a Woman? Measuring Directional Bias Amplification in Image Captions

Towards Migrating Neural Network Implementations

Receipt and verification

First computed	2026-07-05T00:25:43.825837Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10c2a21ecf2f18ea486b19beba5726af3d3893876b2e631ce953d4b19be48ad4

Aliases

arxiv: 1912.05911 · arxiv_version: 1912.05911v1 · doi: 10.48550/arxiv.1912.05911 · pith_short_12: CDBKEHWPF4MO · pith_short_16: CDBKEHWPF4MOUSDL · pith_short_8: CDBKEHWP

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/CDBKEHWPF4MOUSDLDG7LUVZGV4 \
  | 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: 10c2a21ecf2f18ea486b19beba5726af3d3893876b2e631ce953d4b19be48ad4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b7e2c1eadc64a07080bcebf99e5026a98bd31e3a457062cf0189b4bf77c2320",
    "cross_cats_sorted": [
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-11-23T06:36:13Z",
    "title_canon_sha256": "145dab8bc10dbced5236c2538da008e148bb03e4360910e2dbe9e16f8d087433"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1912.05911",
    "kind": "arxiv",
    "version": 1
  }
}