Pith Number

pith:4VHWS3IV

pith:2015:4VHWS3IVXZGK4SE5GTOS7F66Q2

not attested not anchored not stored refs pending

Neural Random-Access Machines

Ilya Sutskever, Karol Kurach, Marcin Andrychowicz

arxiv:1511.06392 v3 · 2015-11-19 · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{4VHWS3IVXZGK4SE5GTOS7F66Q2}

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

3 papers in Pith

ARMIN: Towards a More Efficient and Light-weight Recurrent Memory Network

Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

Gradient-Based Program Synthesis with Neurally Interpreted Languages

Receipt and verification

First computed	2026-05-18T01:21:00.782644Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e54f696d15be4cae489d34dd2f97de86a37271f7e4096ca768c551e7045301da

Aliases

arxiv: 1511.06392 · arxiv_version: 1511.06392v3 · doi: 10.48550/arxiv.1511.06392 · pith_short_12: 4VHWS3IVXZGK · pith_short_16: 4VHWS3IVXZGK4SE5 · pith_short_8: 4VHWS3IV

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/4VHWS3IVXZGK4SE5GTOS7F66Q2 \
  | 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: e54f696d15be4cae489d34dd2f97de86a37271f7e4096ca768c551e7045301da

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6520da47edaca0d6e85a3474e6436a840361a0a6717276c3bc4bd7000e013aca",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-19T21:36:28Z",
    "title_canon_sha256": "045811833a6ca3a484c5b6511e535fba2512328d7e92cd6c6ac3ce3207b0265e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06392",
    "kind": "arxiv",
    "version": 3
  }
}