Pith Number

pith:BDBKMNMS

pith:2015:BDBKMNMSIEDUZFMPQC6SU3GTT7

not attested not anchored not stored refs pending

On the Importance of Normalisation Layers in Deep Learning with Piecewise Linear Activation Units

Gustavo Carneiro, Zhibin Liao

arxiv:1508.00330 v2 · 2015-08-03 · cs.CV · 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{BDBKMNMSIEDUZFMPQC6SU3GTT7}

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	2026-05-18T01:28:13.938446Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

08c2a6359241074c958f80bd2a6cd39fdda87e94ecadc91d052938fa1cba89ed

Aliases

arxiv: 1508.00330 · arxiv_version: 1508.00330v2 · doi: 10.48550/arxiv.1508.00330 · pith_short_12: BDBKMNMSIEDU · pith_short_16: BDBKMNMSIEDUZFMP · pith_short_8: BDBKMNMS

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/BDBKMNMSIEDUZFMPQC6SU3GTT7 \
  | 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: 08c2a6359241074c958f80bd2a6cd39fdda87e94ecadc91d052938fa1cba89ed

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "913a388c2795081ae3f543cb2b6bcf439ddac51334a9dfed9c386d750108b35c",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2015-08-03T07:24:07Z",
    "title_canon_sha256": "2e08fa5fee0ea3c3aeabc3b7cfd679eaf805004fd6990d9f0c14ea40ebf6f40a"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1508.00330",
    "kind": "arxiv",
    "version": 2
  }
}