Pith Number

pith:QHNIANUH

pith:2026:QHNIANUHIU6KS246F4CHRDE6KP

not attested not anchored not stored refs pending

Lyapunov-Guided Training for Hardware-Safe Neural Networks Under Fixed-Point Arithmetic

Amir Hussain, Anis Hamadouche

arxiv:2607.04531 v1 · 2026-07-05 · cs.LG · cs.AI · cs.NA · eess.SP · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{QHNIANUHIU6KS246F4CHRDE6KP}

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	2026-07-07T02:19:23.442971Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

81da803687453ca96b9e2f04788c9e53dc373679f4a8f2b675578f7d0f48aa15

Aliases

arxiv: 2607.04531 · arxiv_version: 2607.04531v1 · doi: 10.48550/arxiv.2607.04531 · pith_short_12: QHNIANUHIU6K · pith_short_16: QHNIANUHIU6KS246 · pith_short_8: QHNIANUH

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/QHNIANUHIU6KS246F4CHRDE6KP \
  | 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: 81da803687453ca96b9e2f04788c9e53dc373679f4a8f2b675578f7d0f48aa15

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d2a71e7d3b2acb03e7e150699d01ba72279636a4967eb1e0da0ced2173e51fbc",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NA",
      "eess.SP",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-05T22:25:52Z",
    "title_canon_sha256": "9561dcf8aeea82a1c04923ed6e6d15fd5b15eca0736aa95ab441362d142a8076"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.04531",
    "kind": "arxiv",
    "version": 1
  }
}