Pith Number

pith:XCVFTRPO

pith:2018:XCVFTRPOWCJTMPYYRK4DJGUQO4

not attested not anchored not stored refs pending

Batch Normalization and the impact of batch structure on the behavior of deep convolution networks

Duncan Gillies, Mohamed Hajaj

arxiv:1802.07590 v1 · 2018-02-21 · cs.CV

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XCVFTRPOWCJTMPYYRK4DJGUQO4}

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	2026-05-18T00:22:49.862398Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

b8aa59c5eeb093363f188ab8349a90773b4cd638c5f7ecb86cf03bc130150b41

Aliases

arxiv: 1802.07590 · arxiv_version: 1802.07590v1 · doi: 10.48550/arxiv.1802.07590 · pith_short_12: XCVFTRPOWCJT · pith_short_16: XCVFTRPOWCJTMPYY · pith_short_8: XCVFTRPO

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/XCVFTRPOWCJTMPYYRK4DJGUQO4 \
  | 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: b8aa59c5eeb093363f188ab8349a90773b4cd638c5f7ecb86cf03bc130150b41

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ddd3b5ef78216975b890120589b8ae938f53ca5a816f7f5a7829b3619dd94f24",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2018-02-21T14:47:18Z",
    "title_canon_sha256": "6a865518886794784600743d2c3156b657e5cdb7cbd862967024ee64df6f7562"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1802.07590",
    "kind": "arxiv",
    "version": 1
  }
}