Pith Number

pith:GUU5WS4Q

pith:2026:GUU5WS4QTGK362LL6RSWYTUVIW

not attested not anchored not stored refs pending

CoG-Guided Weight Correction for Fault-Tolerant Deep Neural Networks

Ali Azarpeyvand, Bahram Parchekani, Jaan Raik, Mohammad Hasan Ahmadilivani, Samira Nazari, Tara Ghasempouri

arxiv:2607.15753 v1 · 2026-07-17 · cs.LG · cs.AR · cs.NA · math.NA

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GUU5WS4QTGK362LL6RSWYTUVIW}

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.

Receipt and verification

First computed	2026-07-20T01:19:07.920937Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3529db4b909995bf696bf4656c4e9545bd08f780c0b5c0b3beb0d216da5e1f0e

Aliases

arxiv: 2607.15753 · arxiv_version: 2607.15753v1 · doi: 10.48550/arxiv.2607.15753 · pith_short_12: GUU5WS4QTGK3 · pith_short_16: GUU5WS4QTGK362LL · pith_short_8: GUU5WS4Q

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/GUU5WS4QTGK362LL6RSWYTUVIW \
  | 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: 3529db4b909995bf696bf4656c4e9545bd08f780c0b5c0b3beb0d216da5e1f0e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "9fbfe62012089fa4341e523d0b0cdf517d0ac2218b04558d19e449afcf1d2135",
    "cross_cats_sorted": [
      "cs.AR",
      "cs.NA",
      "math.NA"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2026-07-17T08:41:21Z",
    "title_canon_sha256": "d3a592bda52a8d16439c7fdaa545f561791aca64b1cd6fd87022f66c9fcd6644"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2607.15753",
    "kind": "arxiv",
    "version": 1
  }
}