Pith Number

pith:CKO3BWJ6

pith:2024:CKO3BWJ6ICW254NG6WF5CWQW2J

not attested not anchored not stored refs pending

Rethinking Deep Learning: Non-backpropagation and Non-optimization Machine Learning Approach Using Hebbian Neural Networks

Kei Itoh

arxiv:2411.05861 v2 · 2024-11-07 · cs.NE · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CKO3BWJ6ICW254NG6WF5CWQW2J}

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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

Toward the Axiomatization of Intelligence: Structure, Time, and Existence

Receipt and verification

First computed	2026-07-05T09:54:29.531322Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

129db0d93e40adaef1a6f58bd15a16d27bffca6b8863605e0962b324835b00bb

Aliases

arxiv: 2411.05861 · arxiv_version: 2411.05861v2 · doi: 10.48550/arxiv.2411.05861 · pith_short_12: CKO3BWJ6ICW2 · pith_short_16: CKO3BWJ6ICW254NG · pith_short_8: CKO3BWJ6

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/CKO3BWJ6ICW254NG6WF5CWQW2J \
  | 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: 129db0d93e40adaef1a6f58bd15a16d27bffca6b8863605e0962b324835b00bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8f12713f07de89ff26e24ee498290f0a47c3e5d5a09f8491ff8d002f9885a471",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2024-11-07T08:35:01Z",
    "title_canon_sha256": "9cfcf5878084cf6ba9e439490080398bf6e808174d331b7d50deb1e8a313fce1"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.05861",
    "kind": "arxiv",
    "version": 2
  }
}