Pith Number

pith:XKEISSZB

pith:2024:XKEISSZBKGTM7SJUYYKJKW7J2X

not attested not anchored not stored refs pending

Random Features Hopfield Networks generalize retrieval to previously unseen examples

Carlo Lucibello, Clarissa Lauditi, Enrico M. Malatesta, Gabriele Perugini, Matteo Negri, Silvio Kalaj

arxiv:2407.05658 v1 · 2024-07-08 · cond-mat.dis-nn · cs.LG · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{XKEISSZBKGTM7SJUYYKJKW7J2X}

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.

Cited by

1 paper in Pith

Hopfield Networks as Models of Emergent Function in Biology

Receipt and verification

First computed	2026-07-05T08:41:16.708936Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

ba88894b2151a6cfc934c614955be9d5ec5003c7a8ba4658439cf221c76af8b3

Aliases

arxiv: 2407.05658 · arxiv_version: 2407.05658v1 · doi: 10.48550/arxiv.2407.05658 · pith_short_12: XKEISSZBKGTM · pith_short_16: XKEISSZBKGTM7SJU · pith_short_8: XKEISSZB

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/XKEISSZBKGTM7SJUYYKJKW7J2X \
  | 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: ba88894b2151a6cfc934c614955be9d5ec5003c7a8ba4658439cf221c76af8b3

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "4cd190a1515b9d7efb69dd5e6b341dff52384e4fc37da61da41a113e1818a9bc",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cond-mat.dis-nn",
    "submitted_at": "2024-07-08T06:35:13Z",
    "title_canon_sha256": "d2068cbea5f747f50e75b922e99a5e8032285b26d7263bf45b5e13972ce9ea36"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2407.05658",
    "kind": "arxiv",
    "version": 1
  }
}