Pith Number

pith:3Z5ASTCU

pith:2024:3Z5ASTCUYCRN4FFKPUUP6OW74Y

not attested not anchored not stored refs pending

Controlled Learning of Pointwise Nonlinearities in Neural-Network-Like Architectures

Alexis Goujon, Michael Unser, Stanislas Ducotterd

arxiv:2408.13114 v2 · 2024-08-23 · stat.ML · cs.LG · math.FA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{3Z5ASTCUYCRN4FFKPUUP6OW74Y}

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	2026-07-05T10:40:35.194304Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

de7a094c54c0a2de14aa7d28ff3adfe6069cf3c301fa83bceca33a87c6b408a3

Aliases

arxiv: 2408.13114 · arxiv_version: 2408.13114v2 · doi: 10.48550/arxiv.2408.13114 · pith_short_12: 3Z5ASTCUYCRN · pith_short_16: 3Z5ASTCUYCRN4FFK · pith_short_8: 3Z5ASTCU

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/3Z5ASTCUYCRN4FFKPUUP6OW74Y \
  | 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: de7a094c54c0a2de14aa7d28ff3adfe6069cf3c301fa83bceca33a87c6b408a3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d79ba575e1c68a66830d0285d1cf599bad61477913a8b08c24d7f3f8e2a7fdb1",
    "cross_cats_sorted": [
      "cs.LG",
      "math.FA"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2024-08-23T14:39:27Z",
    "title_canon_sha256": "25670903ef93075712dceabb2656bd51ec8b0ea4c7eb724d6e7272e46b37deb3"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.13114",
    "kind": "arxiv",
    "version": 2
  }
}