Pith Number

pith:H6HEBQBB

pith:2018:H6HEBQBBWLDDV2S63PTBFUU6YB

not attested not anchored not stored refs pending

Normalization of Neural Networks using Analytic Variance Propagation

Alexander Shekhovtsov, Boris Flach

arxiv:1803.10560 v1 · 2018-03-28 · cs.LG · cs.CV · cs.NE · 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{H6HEBQBBWLDDV2S63PTBFUU6YB}

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	2026-05-18T00:19:54.915757Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3f8e40c021b2c63aea5edbe612d29ec06b5f4d2640cb7b226dfa5ad495cc2008

Aliases

arxiv: 1803.10560 · arxiv_version: 1803.10560v1 · doi: 10.48550/arxiv.1803.10560 · pith_short_12: H6HEBQBBWLDD · pith_short_16: H6HEBQBBWLDDV2S6 · pith_short_8: H6HEBQBB

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/H6HEBQBBWLDDV2S63PTBFUU6YB \
  | 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: 3f8e40c021b2c63aea5edbe612d29ec06b5f4d2640cb7b226dfa5ad495cc2008

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8d1bec41cf45194ca7c7b8ebbab652589f70efe3aa23ce9b8822c0a543964a92",
    "cross_cats_sorted": [
      "cs.CV",
      "cs.NE",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2018-03-28T12:37:27Z",
    "title_canon_sha256": "cc218178f143f8ede3dc1ccab6f69bef0c616d4618ab3d3fbddda41baddd82cd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1803.10560",
    "kind": "arxiv",
    "version": 1
  }
}