Pith Number

pith:2ZJDTGLN

pith:2025:2ZJDTGLNJBBHL34WER56B323Y7

not attested not anchored not stored refs pending

Fast Clifford Neural Layers

Lin Xiao, Max Neuwinger, Tianxiang Xia

arxiv:2507.01040 v1 · 2025-06-22 · cs.LG · cs.AI · cs.NE · cs.PF

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{2ZJDTGLNJBBHL34WER56B323Y7}

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

1 paper in Pith

Fast Clifford Neural Layers

Receipt and verification

First computed	2026-07-05T11:30:46.519392Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

d65239996d484275ef96247be0ef5bc7eb7ba40b9e6d25bdac3a85671d32bc03

Aliases

arxiv: 2507.01040 · arxiv_version: 2507.01040v1 · doi: 10.48550/arxiv.2507.01040 · pith_short_12: 2ZJDTGLNJBBH · pith_short_16: 2ZJDTGLNJBBHL34W · pith_short_8: 2ZJDTGLN

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/2ZJDTGLNJBBHL34WER56B323Y7 \
  | 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: d65239996d484275ef96247be0ef5bc7eb7ba40b9e6d25bdac3a85671d32bc03

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "6b38364500ca9577ab9b74c2304ce0da3379e43b3e09a8d2e0357a552f6ad994",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE",
      "cs.PF"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-06-22T20:43:42Z",
    "title_canon_sha256": "f91681ae4dfe3cdc0b5d5a060ccdb0983eb5578c34aba9b26b51cbce96dbec6c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2507.01040",
    "kind": "arxiv",
    "version": 1
  }
}