Pith Number

pith:SNFOWQQH

pith:2024:SNFOWQQHNKSDPGEZKA5YMBCZIL

not attested not anchored not stored refs pending

Parallel Multi-path Feed Forward Neural Networks (PMFFNN) for Long Columnar Datasets: A Novel Approach to Complexity Reduction

Ayoub Jadouli, Chaker El Amrani

arxiv:2411.06020 v1 · 2024-11-09 · 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{SNFOWQQHNKSDPGEZKA5YMBCZIL}

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	2026-07-05T09:33:15.119231Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

934aeb42076aa4379899503b86045942c687d32c334a9e6cd56869415a000ec9

Aliases

arxiv: 2411.06020 · arxiv_version: 2411.06020v1 · doi: 10.48550/arxiv.2411.06020 · pith_short_12: SNFOWQQHNKSD · pith_short_16: SNFOWQQHNKSDPGEZ · pith_short_8: SNFOWQQH

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/SNFOWQQHNKSDPGEZKA5YMBCZIL \
  | 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: 934aeb42076aa4379899503b86045942c687d32c334a9e6cd56869415a000ec9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "133ff2d0c7b184e982568590fd970ec12161beed2a825d3da4a25b76f5058d39",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-11-09T00:48:32Z",
    "title_canon_sha256": "c04703f0f8d2e0fbe7aeee1e8fe498919b4a77c6a1eb86aa4cf19bfc1c596ce7"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.06020",
    "kind": "arxiv",
    "version": 1
  }
}