Pith Number

pith:NFMH3A7D

pith:2024:NFMH3A7DV6PFDE4LKRXEO7DTMA

not attested not anchored not stored refs pending

Do deep neural networks utilize the weight space efficiently?

Beh\c{c}et U\u{g}ur T\"oreyin, Onur Can Koyun

arxiv:2401.16438 v1 · 2024-01-26 · cs.LG · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NFMH3A7DV6PFDE4LKRXEO7DTMA}

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	2026-07-05T07:38:55.039519Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

69587d83e3af9e51938b546e477c73600b15bfd0de4cda284d9d02656d02c9ef

Aliases

arxiv: 2401.16438 · arxiv_version: 2401.16438v1 · doi: 10.48550/arxiv.2401.16438 · pith_short_12: NFMH3A7DV6PF · pith_short_16: NFMH3A7DV6PFDE4L · pith_short_8: NFMH3A7D

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/NFMH3A7DV6PFDE4LKRXEO7DTMA \
  | 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: 69587d83e3af9e51938b546e477c73600b15bfd0de4cda284d9d02656d02c9ef

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "ef06acc0467f4c684b2deaa8ff44deab6719d2f014085ff9deed9f8659ad4654",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-01-26T21:51:49Z",
    "title_canon_sha256": "6bd9df07fc51883ac9428e9a6f6fae4e7d917697418f8654c4918b8b9f3fdf11"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.16438",
    "kind": "arxiv",
    "version": 1
  }
}