Pith. sign in
Pith Number

pith:SFYLHOYN

pith:2022:SFYLHOYNP6DDWFAZMETZWYNYKG
not attested not anchored not stored refs pending

NINNs: Nudging Induced Neural Networks

Harbir Antil, Rainald L\"ohner, Randy Price

arxiv:2203.07947 v1 · 2022-03-15 · cs.LG · cs.NA · math.NA · math.OC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{SFYLHOYNP6DDWFAZMETZWYNYKG}

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 2026-07-05T04:05:24.396770Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

9170b3bb0d7f863b141961279b61b851af07886679df053ac4c10558cde05d2b

Aliases

arxiv: 2203.07947 · arxiv_version: 2203.07947v1 · doi: 10.48550/arxiv.2203.07947 · pith_short_12: SFYLHOYNP6DD · pith_short_16: SFYLHOYNP6DDWFAZ · pith_short_8: SFYLHOYN
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/SFYLHOYNP6DDWFAZMETZWYNYKG \
  | 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: 9170b3bb0d7f863b141961279b61b851af07886679df053ac4c10558cde05d2b
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "4383a14f33fc92c1b4934f3509547934530302c3d64d87b2e92ce3eddb3a4092",
    "cross_cats_sorted": [
      "cs.NA",
      "math.NA",
      "math.OC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-03-15T14:29:26Z",
    "title_canon_sha256": "4a56ac4cfef7542b319f55cb8fa6db171bfc64b4e4d5b4fccad0e17ab9bb777f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2203.07947",
    "kind": "arxiv",
    "version": 1
  }
}