Pith Number

pith:CDZ26UOG

pith:2025:CDZ26UOGDYWLJ74SV3B67ZPKJQ

not attested not anchored not stored refs pending

Perforated Backpropagation: A Neuroscience Inspired Extension to Artificial Neural Networks

Laurent Itti, Rorry Brenner

arxiv:2501.18018 v1 · 2025-01-29 · cs.NE · cs.LG · q-bio.NC

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Add to your LaTeX paper

\usepackage{pith}
\pithnumber{CDZ26UOGDYWLJ74SV3B67ZPKJQ}

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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

Perforated Neural Networks for Keyword Spotting

Receipt and verification

First computed	2026-07-05T10:07:05.800327Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

10f3af51c61e2cb4ff92aec3efe5ea4c3f9d367917770e7a3e34d7e7d12c4b3c

Aliases

arxiv: 2501.18018 · arxiv_version: 2501.18018v1 · doi: 10.48550/arxiv.2501.18018 · pith_short_12: CDZ26UOGDYWL · pith_short_16: CDZ26UOGDYWLJ74S · pith_short_8: CDZ26UOG

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/CDZ26UOGDYWLJ74SV3B67ZPKJQ \
  | 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: 10f3af51c61e2cb4ff92aec3efe5ea4c3f9d367917770e7a3e34d7e7d12c4b3c

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "994b92a48b5bd766d1e9da41f0baaacc287028b1f7e46adab4b27a42d602ece6",
    "cross_cats_sorted": [
      "cs.LG",
      "q-bio.NC"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-nd/4.0/",
    "primary_cat": "cs.NE",
    "submitted_at": "2025-01-29T22:09:45Z",
    "title_canon_sha256": "2a05ff273c0c78700d264294a8ff21d5297863e3da83a34740e0b76549f32127"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2501.18018",
    "kind": "arxiv",
    "version": 1
  }
}