Pith Number

pith:KCPT6I4X

pith:2023:KCPT6I4XPH5ZHRRC3XFBAPUWDT

not attested not anchored not stored refs pending

Seeking Next Layer Neurons' Attention for Error-Backpropagation-Like Training in a Multi-Agent Network Framework

Arshia Soltani Moakhar, Hossein Mirzaei, Mohammad Azizmalayeri, Mohammad Hossein Rohban, Mohammad Taghi Manzuri

arxiv:2310.09952 v1 · 2023-10-15 · cs.NE · cs.AI · cs.GT · cs.LG · cs.MA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{KCPT6I4XPH5ZHRRC3XFBAPUWDT}

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

RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples

Receipt and verification

First computed	2026-07-05T07:01:12.982167Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

509f3f239779fb93c622ddca103e961cd8240e6819701c700f4643c52075c686

Aliases

arxiv: 2310.09952 · arxiv_version: 2310.09952v1 · doi: 10.48550/arxiv.2310.09952 · pith_short_12: KCPT6I4XPH5Z · pith_short_16: KCPT6I4XPH5ZHRRC · pith_short_8: KCPT6I4X

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/KCPT6I4XPH5ZHRRC3XFBAPUWDT \
  | 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: 509f3f239779fb93c622ddca103e961cd8240e6819701c700f4643c52075c686

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50e759f411b657dc338590f153ef6a56c8dc8c851b2cbcd60de623bc50800720",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.GT",
      "cs.LG",
      "cs.MA"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2023-10-15T21:07:09Z",
    "title_canon_sha256": "d81fa2a9617da64a5fb199e208a70777f0f3ff8ae8f3c440edcde125ec72a626"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2310.09952",
    "kind": "arxiv",
    "version": 1
  }
}