Pith Number

pith:UXC6ZYCS

pith:2017:UXC6ZYCSOL2OOG3V6QDJW4CSL5

not attested not anchored not stored refs pending

Reinforced stochastic gradient descent for deep neural network learning

Haiping Huang, Taro Toyoizumi

arxiv:1701.07974 v5 · 2017-01-27 · 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{UXC6ZYCSOL2OOG3V6QDJW4CSL5}

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	2026-05-18T00:29:51.872500Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a5c5ece05272f4e71b75f4069b70525f481ecd2e509df35a7596ae603c3a95ac

Aliases

arxiv: 1701.07974 · arxiv_version: 1701.07974v5 · doi: 10.48550/arxiv.1701.07974 · pith_short_12: UXC6ZYCSOL2O · pith_short_16: UXC6ZYCSOL2OOG3V · pith_short_8: UXC6ZYCS

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/UXC6ZYCSOL2OOG3V6QDJW4CSL5 \
  | 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: a5c5ece05272f4e71b75f4069b70525f481ecd2e509df35a7596ae603c3a95ac

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "fa2786b74e64c6c236a2026f08846f1d2b25cf1eb4cc052cefdfafaadddeb60f",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2017-01-27T08:49:19Z",
    "title_canon_sha256": "022fa6b9877dc69a7a354128839787a77e93fdb8842b6379be2bc30e5df885e6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1701.07974",
    "kind": "arxiv",
    "version": 5
  }
}