Pith Number

pith:OPHUGIPL

pith:2023:OPHUGIPLVBJ6E67JXW3R6MCAVS

not attested not anchored not stored refs pending

A Waddington landscape for prototype learning in generalized Hopfield networks

Allen Leary, Felix Gottlieb, Madhav Mani, Nacer Eddine Boukacem, Paul Fran\c{c}ois, Robin Th\'eriault

arxiv:2312.03012 v1 · 2023-12-04 · cond-mat.dis-nn · cs.LG · cs.NE · q-bio.QM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OPHUGIPLVBJ6E67JXW3R6MCAVS}

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	2026-07-05T07:20:56.842250Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

73cf4321eba853e27be9bdb71f3040acbb41b14e174c31e10245bbb3369f8a26

Aliases

arxiv: 2312.03012 · arxiv_version: 2312.03012v1 · doi: 10.48550/arxiv.2312.03012 · pith_short_12: OPHUGIPLVBJ6 · pith_short_16: OPHUGIPLVBJ6E67J · pith_short_8: OPHUGIPL

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/OPHUGIPLVBJ6E67JXW3R6MCAVS \
  | 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: 73cf4321eba853e27be9bdb71f3040acbb41b14e174c31e10245bbb3369f8a26

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f90214036510d3df3e3d17d9182eecd7990b4fe090e32d128b70578f2626fc3e",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE",
      "q-bio.QM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2023-12-04T21:28:14Z",
    "title_canon_sha256": "177a3f3913881d72b78f4642af74799469afc42d7323956e4de0acc317e62ebc"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2312.03012",
    "kind": "arxiv",
    "version": 1
  }
}