Pith Number

pith:JIHLPVA3

pith:2026:JIHLPVA3XJ2UHLR6UEOUWVL2OA

not attested not anchored not stored refs pending

Supervised Hebbian learning in Deep Counterstream Associative Networks

Andreas Knoblauch

arxiv:2606.29528 v1 · 2026-06-28 · 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{JIHLPVA3XJ2UHLR6UEOUWVL2OA}

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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

Constrained Hebbian Learning Supports Efficient Representational Allocation under Structural Constraints

Receipt and verification

First computed	2026-06-30T01:18:10.414857Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

4a0eb7d41bba7543ae3ea11d4b557a7007f1bba9a0ca20dc3fd988c658ff76a2

Aliases

arxiv: 2606.29528 · arxiv_version: 2606.29528v1 · doi: 10.48550/arxiv.2606.29528 · pith_short_12: JIHLPVA3XJ2U · pith_short_16: JIHLPVA3XJ2UHLR6 · pith_short_8: JIHLPVA3

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/JIHLPVA3XJ2UHLR6UEOUWVL2OA \
  | 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: 4a0eb7d41bba7543ae3ea11d4b557a7007f1bba9a0ca20dc3fd988c658ff76a2

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "0f0786c5be3b867bbfde148f36b57a7a32531626de7f2f4c8bb78bb54c7c40aa",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2026-06-28T17:44:13Z",
    "title_canon_sha256": "50c0d9670eb7d4fa50f538f27c22f78d44b74f95f0a946e497cbcdba1d418cc1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2606.29528",
    "kind": "arxiv",
    "version": 1
  }
}