Pith Number

pith:5D2IGG7L

pith:2019:5D2IGG7LXKL6KCTG3RLN24J76K

not attested not anchored not stored refs pending

Stochastic Weight Matrix-based Regularization Methods for Deep Neural Networks

B\'alint Gyires-T\'oth, Patrik Reizinger

arxiv:1909.11977 v1 · 2019-09-26 · 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{5D2IGG7LXKL6KCTG3RLN24J76K}

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	2026-07-05T04:29:06.369773Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e8f4831bebba97e50a66dc56dd713ff2941d776a4ab0e52273879fe8fc7534c3

Aliases

arxiv: 1909.11977 · arxiv_version: 1909.11977v1 · doi: 10.48550/arxiv.1909.11977 · pith_short_12: 5D2IGG7LXKL6 · pith_short_16: 5D2IGG7LXKL6KCTG · pith_short_8: 5D2IGG7L

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/5D2IGG7LXKL6KCTG3RLN24J76K \
  | 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: e8f4831bebba97e50a66dc56dd713ff2941d776a4ab0e52273879fe8fc7534c3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "bc607752fdf8a8d34be48b626b2a1f5bbb58efd20a99c92779f4db511dc6b831",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2019-09-26T08:38:55Z",
    "title_canon_sha256": "478ab6126447b277e7edee93a2c05c781af377aeba9ceddb023a4eff3bb3eaf1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1909.11977",
    "kind": "arxiv",
    "version": 1
  }
}