Pith Number

pith:ZOW36CVE

pith:2024:ZOW36CVEVALOIDJGJ5SYQXSNQQ

not attested not anchored not stored refs pending

Opening the Black Box: predicting the trainability of deep neural networks with reconstruction entropy

Johanna Erdmenger, Ro Jefferson, Yanick Thurn

arxiv:2406.12916 v3 · 2024-06-13 · cs.LG · cond-mat.dis-nn · hep-th · stat.ML

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZOW36CVEVALOIDJGJ5SYQXSNQQ}

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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

A Spin Glass Characterization of Neural Networks

Receipt and verification

First computed	2026-07-05T09:52:12.676301Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cbadbf0aa4a816e40d264f65885e4d843805605bce1eba5ed901f884457e66ff

Aliases

arxiv: 2406.12916 · arxiv_version: 2406.12916v3 · doi: 10.48550/arxiv.2406.12916 · pith_short_12: ZOW36CVEVALO · pith_short_16: ZOW36CVEVALOIDJG · pith_short_8: ZOW36CVE

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/ZOW36CVEVALOIDJGJ5SYQXSNQQ \
  | 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: cbadbf0aa4a816e40d264f65885e4d843805605bce1eba5ed901f884457e66ff

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a41d6bf1d9d43a9ce4bdc0e00e1f4863b25f1d90dfdbf338d0ad89fe2636fff0",
    "cross_cats_sorted": [
      "cond-mat.dis-nn",
      "hep-th",
      "stat.ML"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-06-13T18:00:05Z",
    "title_canon_sha256": "d28ea05e9ac8685102a7781ea4de73a685b8e544304735b0f04505e20001aa2f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.12916",
    "kind": "arxiv",
    "version": 3
  }
}