Pith Number

pith:ZVQLEORZ

pith:2015:ZVQLEORZ7VHDXCTGKEKQBYLY27

not attested not anchored not stored refs pending

A Scale Mixture Perspective of Multiplicative Noise in Neural Networks

Anima Anandkumar, Eric Nalisnick, Padhraic Smyth

arxiv:1506.03208 v1 · 2015-06-10 · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZVQLEORZ7VHDXCTGKEKQBYLY27}

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	2026-05-18T01:55:31.253852Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cd60b23a39fd4e3b8a66511500e178d7e938ccd719faa53f869d92c4dfd62116

Aliases

arxiv: 1506.03208 · arxiv_version: 1506.03208v1 · doi: 10.48550/arxiv.1506.03208 · pith_short_12: ZVQLEORZ7VHD · pith_short_16: ZVQLEORZ7VHDXCTG · pith_short_8: ZVQLEORZ

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/ZVQLEORZ7VHDXCTGKEKQBYLY27 \
  | 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: cd60b23a39fd4e3b8a66511500e178d7e938ccd719faa53f869d92c4dfd62116

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "25f9efcd281613114b67115a85ebf9c1b15953ae4dd89aa214843afb2df4b3a7",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2015-06-10T08:33:05Z",
    "title_canon_sha256": "719f78d9629786dfe9a4664c2c84c88d9e172d10e298f1505281155093cafc6a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1506.03208",
    "kind": "arxiv",
    "version": 1
  }
}