Pith Number

pith:L5RWOFZL

pith:2023:L5RWOFZLZRFZZJGC2OJK3MYM5B

not attested not anchored not stored refs pending

Benchmarking Hebbian learning rules for associative memory

Anders Lansner, Naresh B Ravichandran, Pawel Herman

arxiv:2401.00335 v2 · 2023-12-30 · 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{L5RWOFZLZRFZZJGC2OJK3MYM5B}

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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	2026-07-05T10:15:42.647389Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

5f6367172bcc4b9ca4c2d392adb30ce868b3b3534af43f223a36bd32a1ec8914

Aliases

arxiv: 2401.00335 · arxiv_version: 2401.00335v2 · doi: 10.48550/arxiv.2401.00335 · pith_short_12: L5RWOFZLZRFZ · pith_short_16: L5RWOFZLZRFZZJGC · pith_short_8: L5RWOFZL

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/L5RWOFZLZRFZZJGC2OJK3MYM5B \
  | 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: 5f6367172bcc4b9ca4c2d392adb30ce868b3b3534af43f223a36bd32a1ec8914

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "e2046ae376424fb43533e813e5c9c35505e3a799eb20b2567e0e73a9182cdf46",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-12-30T21:49:47Z",
    "title_canon_sha256": "ff260cb9ece9be088281d366b4d676d684af96b55e555283bdaeeccb9b9a0400"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2401.00335",
    "kind": "arxiv",
    "version": 2
  }
}