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Pith Number

pith:UO4YAYHD

pith:2020:UO4YAYHDK7OGARDFGC2BSRPCVD
not attested not anchored not stored refs pending

Categorical Perception: A Groundwork for Deep Learning

Jean-Pierre Nadal, Laurent Bonnasse-Gahot

arxiv:2012.05549 v2 · 2020-12-10 · cs.LG · cs.IT · math.IT · q-bio.NC

Add to your LaTeX paper
\usepackage{pith}
\pithnumber{UO4YAYHDK7OGARDFGC2BSRPCVD}

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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

Receipt and verification
First computed 2026-07-05T03:31:23.793908Z
Builder pith-number-builder-2026-05-17-v1
Signature Pith Ed25519 (pith-v1-2026-05) · public key
Schema pith-number/v1.0

Canonical hash

a3b98060e357dc60446530b41945e2a8f4afe99309f60dd75f5ef8679513da63

Aliases

arxiv: 2012.05549 · arxiv_version: 2012.05549v2 · doi: 10.48550/arxiv.2012.05549 · pith_short_12: UO4YAYHDK7OG · pith_short_16: UO4YAYHDK7OGARDF · pith_short_8: UO4YAYHD
Agent API
Verify this Pith Number yourself
curl -sH 'Accept: application/ld+json' https://pith.science/pith/UO4YAYHDK7OGARDFGC2BSRPCVD \
  | 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: a3b98060e357dc60446530b41945e2a8f4afe99309f60dd75f5ef8679513da63
Canonical record JSON
{
  "metadata": {
    "abstract_canon_sha256": "76b9c200e132005f1b02c5eef44636b04fd030540a472fc2a4562772e3d63e13",
    "cross_cats_sorted": [
      "cs.IT",
      "math.IT",
      "q-bio.NC"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-10T09:41:38Z",
    "title_canon_sha256": "458b28a20e75a4db1cc9dacf654cf5ed9782b0ed2f22833aded87a64271308d6"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.05549",
    "kind": "arxiv",
    "version": 2
  }
}