Pith Number

pith:UZUS6SPH

pith:2013:UZUS6SPH7RDTOIBOA5DB4TPCH7

not attested not anchored not stored refs pending

A New Constructive Method to Optimize Neural Network Architecture and Generalization

Hou Muzhou, Moon Ho Lee

arxiv:1302.0324 v1 · 2013-02-02 · 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{UZUS6SPH7RDTOIBOA5DB4TPCH7}

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	2026-05-18T03:34:37.452985Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a6692f49e7fc4737202e07461e4de23fe9f4c2d9d69601677536df81dda5f6e2

Aliases

arxiv: 1302.0324 · arxiv_version: 1302.0324v1 · doi: 10.48550/arxiv.1302.0324 · pith_short_12: UZUS6SPH7RDT · pith_short_16: UZUS6SPH7RDTOIBO · pith_short_8: UZUS6SPH

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/UZUS6SPH7RDTOIBOA5DB4TPCH7 \
  | 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: a6692f49e7fc4737202e07461e4de23fe9f4c2d9d69601677536df81dda5f6e2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "638d7f46f4fe02f1365373f6c32fcde5b9478f3bc3b2d8dd9d182f5016ee4024",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/3.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2013-02-02T00:43:42Z",
    "title_canon_sha256": "734bcb7fe3b67e6c21f124b72027091f697ee4a36d73fb7ce06c8aa055dc7822"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1302.0324",
    "kind": "arxiv",
    "version": 1
  }
}