Pith Number

pith:GZTMFI6V

pith:2023:GZTMFI6VMCFFNAJHZVQ3NSMVKK

not attested not anchored not stored refs pending

Deep ReLU Networks Have Surprisingly Simple Polytopes

Fei Wang, Feng-lei Fan, Huan Xiong, Lecheng Ruan, Tieyong Zeng, Wei Huang, Xiangru Zhong

arxiv:2305.09145 v2 · 2023-05-16 · cs.LG · cs.AI · cs.CV · cs.MM

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{GZTMFI6VMCFFNAJHZVQ3NSMVKK}

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

All Circuits Lead to Rome: Rethinking Functional Anisotropy in Circuit and Sheaf Discovery for LLMs

Receipt and verification

First computed	2026-07-05T09:39:03.389686Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

3666c2a3d5608a568127cd61b6c99552bb98ca5ebdb160f7a7bfc8dc68190050

Aliases

arxiv: 2305.09145 · arxiv_version: 2305.09145v2 · doi: 10.48550/arxiv.2305.09145 · pith_short_12: GZTMFI6VMCFF · pith_short_16: GZTMFI6VMCFFNAJH · pith_short_8: GZTMFI6V

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/GZTMFI6VMCFFNAJHZVQ3NSMVKK \
  | 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: 3666c2a3d5608a568127cd61b6c99552bb98ca5ebdb160f7a7bfc8dc68190050

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a84895c17d14505a860a5e06805401426e701a54867e8434df3d82462ebce417",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CV",
      "cs.MM"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-16T03:51:34Z",
    "title_canon_sha256": "1513b6f6b5cdb37cbb21fdc71301035217f61c8807c129a0a27207ff4ec7ef95"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2305.09145",
    "kind": "arxiv",
    "version": 2
  }
}