Pith Number

pith:UE4MDDEY

pith:2015:UE4MDDEY43RSVW3BRBJO4SLOPO

not attested not anchored not stored refs pending

Reducing the Training Time of Neural Networks by Partitioning

Conrado S. Miranda, Fernando J. Von Zuben

arxiv:1511.02954 v2 · 2015-11-10 · cs.NE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UE4MDDEY43RSVW3BRBJO4SLOPO}

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.

Receipt and verification

First computed	2026-05-18T01:23:28.735273Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a138c18c98e6e32adb618852ee496e7ba9552e8b41063921ccbf7d0be9b642ce

Aliases

arxiv: 1511.02954 · arxiv_version: 1511.02954v2 · doi: 10.48550/arxiv.1511.02954 · pith_short_12: UE4MDDEY43RS · pith_short_16: UE4MDDEY43RSVW3B · pith_short_8: UE4MDDEY

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/UE4MDDEY43RSVW3BRBJO4SLOPO \
  | 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: a138c18c98e6e32adb618852ee496e7ba9552e8b41063921ccbf7d0be9b642ce

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "c1f8e620d96c168ffa0432dba439249bc8e24119803716d19c8150f205371de1",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2015-11-10T01:20:51Z",
    "title_canon_sha256": "02e299ed4b291af65bd2ce41afd7fe69a0c357cdccda1936ce6822f9e3df3b2a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.02954",
    "kind": "arxiv",
    "version": 2
  }
}