pith. sign in
Pith Number

pith:X4ZLXSGA

pith:2025:X4ZLXSGAD3OL34NZH4Y4LFNQQ3
not attested not anchored not stored refs pending

Neural Langevin Machine: a local asymmetric learning rule can be creative

Haiping Huang, Weizhong Huang, Zhendong Yu

arxiv:2506.23546 v2 · 2025-06-30 · q-bio.NC · cond-mat.dis-nn · cs.LG · cs.NE

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{X4ZLXSGAD3OL34NZH4Y4LFNQQ3}

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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

Receipt and verification
First computed 2026-06-04T01:08:30.107203Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

bf32bbc8c01edcbdf1b93f31c595b086ea61a5280143c147488976cb49d8fa09

Aliases

arxiv: 2506.23546 · arxiv_version: 2506.23546v2 · doi: 10.48550/arxiv.2506.23546 · pith_short_12: X4ZLXSGAD3OL · pith_short_16: X4ZLXSGAD3OL34NZ · pith_short_8: X4ZLXSGA
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/X4ZLXSGAD3OL34NZH4Y4LFNQQ3 \
  | 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: bf32bbc8c01edcbdf1b93f31c595b086ea61a5280143c147488976cb49d8fa09
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "f9d9c91fba936d2b6835d2ca6bfa52b0a5f69ffc9be0ae4e389d6d34f33e7cd6",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "q-bio.NC",
    "submitted_at": "2025-06-30T06:35:43Z",
    "title_canon_sha256": "70bbc987842d655881aaafbabc19ebb62a451f296dbc5ff30895743e81287216"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2506.23546",
    "kind": "arxiv",
    "version": 2
  }
}