Pith Number

pith:EXT7HVM5

pith:2023:EXT7HVM5YVNKH25BGG36BYIAXM

not attested not anchored not stored refs pending

Are Transformers with One Layer Self-Attention Using Low-Rank Weight Matrices Universal Approximators?

Issei Sato, Tokio Kajitsuka

arxiv:2307.14023 v3 · 2023-07-26 · 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{EXT7HVM5YVNKH25BGG36BYIAXM}

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.

Cited by

2 papers in Pith

Convergence of Gradient Descent for General Neural Network Architectures Beyond the NTK Regime

Transformer Approximations from ReLUs

Receipt and verification

First computed	2026-07-05T07:38:29.204728Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

25e7f3d59dc55aa3eba131b7e0e100bb3bd3ba16c6657bd1216915d8b6b5ba31

Aliases

arxiv: 2307.14023 · arxiv_version: 2307.14023v3 · doi: 10.48550/arxiv.2307.14023 · pith_short_12: EXT7HVM5YVNK · pith_short_16: EXT7HVM5YVNKH25B · pith_short_8: EXT7HVM5

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/EXT7HVM5YVNKH25BGG36BYIAXM \
  | 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: 25e7f3d59dc55aa3eba131b7e0e100bb3bd3ba16c6657bd1216915d8b6b5ba31

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2ec6f2b16f8b32d8895ca2687325ede7bb4fbb5d92acafbfea44ad8ab6fea1f2",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-26T08:07:37Z",
    "title_canon_sha256": "e51a22fb3ed8770d8f684699f606cdcca3707da6972148c769f2b8be0e2b56f1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.14023",
    "kind": "arxiv",
    "version": 3
  }
}