Pith Number

pith:YJTBWML7

pith:2025:YJTBWML7MH66TXYPLX6JPNJFEB

not attested not anchored not stored refs pending

Efficient and Interpretable Neural Networks Using Complex Lehmer Transform

Masoud Ataei, Xiaogang Wang

arxiv:2501.15223 v1 · 2025-01-25 · 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{YJTBWML7MH66TXYPLX6JPNJFEB}

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	2026-07-05T10:05:25.904912Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

c2661b317f61fde9df0f5dfc97b52520738e3b03dee28f28fdf1a0c5b25f55e0

Aliases

arxiv: 2501.15223 · arxiv_version: 2501.15223v1 · doi: 10.48550/arxiv.2501.15223 · pith_short_12: YJTBWML7MH66 · pith_short_16: YJTBWML7MH66TXYP · pith_short_8: YJTBWML7

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/YJTBWML7MH66TXYPLX6JPNJFEB \
  | 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: c2661b317f61fde9df0f5dfc97b52520738e3b03dee28f28fdf1a0c5b25f55e0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "1310e3dfee3f08e7777cd14344c6391e140fd8a298eb69941c27b2c22393d402",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2025-01-25T14:08:30Z",
    "title_canon_sha256": "27c4c017265e4091e14916f5bca65ed95198e1130eaa51cb9fe5f35a409073ad"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.15223",
    "kind": "arxiv",
    "version": 1
  }
}