Pith Number

pith:UZR6VDT5

pith:2006:UZR6VDT5YGEIAC42NZP2DONDTZ

not attested not anchored not stored refs pending

A Global Algorithm for Training Multilayer Neural Networks

Hong Zhao, Tao Jin

arxiv:physics/0607046 v1 · 2006-07-06 · physics.bio-ph · physics.comp-ph

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UZR6VDT5YGEIAC42NZP2DONDTZ}

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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.

Cited by

1 paper in Pith

Beyond Backpropagation: Monte Carlo Method Can Train Deep Neural Networks

Receipt and verification

First computed	2026-07-04T14:56:11.824134Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a663ea8e7dc188800b9a6e5fa1b9a39e69bf3438eb75b84c02d4088f8e4eff2c

Aliases

arxiv: physics/0607046 · arxiv_version: physics/0607046v1 · doi: 10.48550/arxiv.physics/0607046 · pith_short_12: UZR6VDT5YGEI · pith_short_16: UZR6VDT5YGEIAC42 · pith_short_8: UZR6VDT5

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/UZR6VDT5YGEIAC42NZP2DONDTZ \
  | 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: a663ea8e7dc188800b9a6e5fa1b9a39e69bf3438eb75b84c02d4088f8e4eff2c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d3c6871301788d2610d767df903569d95f949541f92806848ad17ec074bc36b2",
    "cross_cats_sorted": [
      "physics.comp-ph"
    ],
    "license": "",
    "primary_cat": "physics.bio-ph",
    "submitted_at": "2006-07-06T04:16:57Z",
    "title_canon_sha256": "ba88f393a4abe6359da9776ce2f7af20efd6e432dce8908483363d513b3f9fd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "physics/0607046",
    "kind": "arxiv",
    "version": 1
  }
}