Pith Number

pith:DXVVL4ES

pith:2022:DXVVL4ESKHOR5IY4PE2GURQIMB

not attested not anchored not stored refs pending

Algorithmic Determination of the Combinatorial Structure of the Linear Regions of ReLU Neural Networks

Marissa Masden

arxiv:2207.07696 v1 · 2022-07-15 · cs.LG · cs.CG · math.AT

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DXVVL4ESKHOR5IY4PE2GURQIMB}

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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

2 papers in Pith

A Complete Symmetry Classification of Shallow ReLU Networks

Receipt and verification

First computed	2026-07-05T04:40:35.973544Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1deb55f09251dd1ea31c79346a460860446b56af438306c6cff3d18b4bdcd784

Aliases

arxiv: 2207.07696 · arxiv_version: 2207.07696v1 · doi: 10.48550/arxiv.2207.07696 · pith_short_12: DXVVL4ESKHOR · pith_short_16: DXVVL4ESKHOR5IY4 · pith_short_8: DXVVL4ES

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/DXVVL4ESKHOR5IY4PE2GURQIMB \
  | 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: 1deb55f09251dd1ea31c79346a460860446b56af438306c6cff3d18b4bdcd784

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a2f546136977feb4f0440b8138b86bb2f1184de3eb0ec5b095de891c535d54c3",
    "cross_cats_sorted": [
      "cs.CG",
      "math.AT"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-07-15T18:36:12Z",
    "title_canon_sha256": "5cfbfc6bcf9dd2452db26b7e9a22fc77a6f149f9e7ec1ee71b80f60fabb33c33"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2207.07696",
    "kind": "arxiv",
    "version": 1
  }
}