Pith Number

pith:LXZUZU6G

pith:2024:LXZUZU6GN3Z65DK6GSOLON6XO3

not attested not anchored not stored refs pending

Neural auto-association with optimal Bayesian learning

Andreas Knoblauch

arxiv:2412.18349 v1 · 2024-12-24 · 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{LXZUZU6GN3Z65DK6GSOLON6XO3}

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

Supervised Hebbian learning in Deep Counterstream Associative Networks

Receipt and verification

First computed	2026-07-05T09:53:54.241953Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5df34cd3c66ef3ee8d5e349cb737d776d19e71ab84520e5fa53a821d886e029c

Aliases

arxiv: 2412.18349 · arxiv_version: 2412.18349v1 · doi: 10.48550/arxiv.2412.18349 · pith_short_12: LXZUZU6GN3Z6 · pith_short_16: LXZUZU6GN3Z65DK6 · pith_short_8: LXZUZU6G

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/LXZUZU6GN3Z65DK6GSOLON6XO3 \
  | 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: 5df34cd3c66ef3ee8d5e349cb737d776d19e71ab84520e5fa53a821d886e029c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "7361daa1309b42310755d44ad9e96acd9b9053900104be506436d939dd1d0cdb",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-12-24T11:22:18Z",
    "title_canon_sha256": "4e7bf4bd24b1f82711ad7b556c4d1df8ec5332960187da9fc4150820455e1732"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.18349",
    "kind": "arxiv",
    "version": 1
  }
}