Pith Number

pith:LACMESS7

pith:2015:LACMESS7B7XGU7QAHLHDQTUR5W

not attested not anchored not stored refs pending

Regular expressions for decoding of neural network outputs

Gundram Leifert, Roger Labahn, Tobias Gr\"uning, Tobias Strau{\ss}

arxiv:1509.04438 v2 · 2015-09-15 · 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{LACMESS7B7XGU7QAHLHDQTUR5W}

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	2026-05-18T01:18:04.511845Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5804c24a5f0fee6a7e003ace384e91eda2e152e5e01f953b70be99663076ffc9

Aliases

arxiv: 1509.04438 · arxiv_version: 1509.04438v2 · doi: 10.48550/arxiv.1509.04438 · pith_short_12: LACMESS7B7XG · pith_short_16: LACMESS7B7XGU7QA · pith_short_8: LACMESS7

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/LACMESS7B7XGU7QAHLHDQTUR5W \
  | 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: 5804c24a5f0fee6a7e003ace384e91eda2e152e5e01f953b70be99663076ffc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "716b77496bbf014f2cbf296e2ef7f766d180e6b63b69f3156ccf24797514b2b1",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2015-09-15T08:24:37Z",
    "title_canon_sha256": "710ff186bdbcab9a059e6073c3996fd443b58c10e7d9d9ef58ad21b8e5a1692c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1509.04438",
    "kind": "arxiv",
    "version": 2
  }
}