Pith Number

pith:5OXRQCDY

pith:2025:5OXRQCDY7V5AADTVIH55CJB6CA

not attested not anchored not stored refs pending

Natural Quantization of Neural Networks

Djamil Lakhdar-Hamina, Richard Barney, Victor Galitski

arxiv:2503.15482 v1 · 2025-03-19 · quant-ph · cond-mat.dis-nn · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{5OXRQCDY7V5AADTVIH55CJB6CA}

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	2026-07-05T10:35:27.239443Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ebaf180878fd7a000e7541fbd1243e10105a5902a518b61c45db0b81c59a897e

Aliases

arxiv: 2503.15482 · arxiv_version: 2503.15482v1 · doi: 10.48550/arxiv.2503.15482 · pith_short_12: 5OXRQCDY7V5A · pith_short_16: 5OXRQCDY7V5AADTV · pith_short_8: 5OXRQCDY

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/5OXRQCDY7V5AADTVIH55CJB6CA \
  | 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: ebaf180878fd7a000e7541fbd1243e10105a5902a518b61c45db0b81c59a897e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1b07fca44961cdcfa646760680b0019cca555ebbc4bb789b0211a51cd609184f",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "quant-ph",
    "submitted_at": "2025-03-19T17:57:11Z",
    "title_canon_sha256": "7b6ba1da172e5b86658a00aeb1feb60972dcab0a038e4277e35c0b4ac3bf6072"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2503.15482",
    "kind": "arxiv",
    "version": 1
  }
}