Pith Number

pith:IH27XCX2

pith:2015:IH27XCX2BSHNGPCJAJLEGTCWWH

not attested not anchored not stored refs pending

Data-Dependent Path Normalization in Neural Networks

Behnam Neyshabur, Nathan Srebro, Ruslan Salakhutdinov, Ryota Tomioka

arxiv:1511.06747 v4 · 2015-11-20 · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{IH27XCX2BSHNGPCJAJLEGTCWWH}

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	2026-05-18T01:22:32.983256Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

41f5fb8afa0c8ed33c490256434c56b1c1d2bdc162cf794e39cfd4ce91303530

Aliases

arxiv: 1511.06747 · arxiv_version: 1511.06747v4 · doi: 10.48550/arxiv.1511.06747 · pith_short_12: IH27XCX2BSHN · pith_short_16: IH27XCX2BSHNGPCJ · pith_short_8: IH27XCX2

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/IH27XCX2BSHNGPCJAJLEGTCWWH \
  | 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: 41f5fb8afa0c8ed33c490256434c56b1c1d2bdc162cf794e39cfd4ce91303530

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7a78c368853372f3e737aaabeba4a49406f539c805fa457b973defa3f4efbf94",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2015-11-20T20:27:45Z",
    "title_canon_sha256": "07a787a2e7893c74b9be8a2186976158b059902d77f7750f2f6ed54a963d9ea7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1511.06747",
    "kind": "arxiv",
    "version": 4
  }
}