Pith Number

pith:ZNUWYTD5

pith:2022:ZNUWYTD5NG2IJIQCG5JWBESCPB

not attested not anchored not stored refs pending

Behind the Machine's Gaze: Neural Networks with Biologically-inspired Constraints Exhibit Human-like Visual Attention

Bj\"orn Eskofier, Dario Zanca, Doina Precup, Leo Schwinn

arxiv:2204.09093 v2 · 2022-04-19 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ZNUWYTD5NG2IJIQCG5JWBESCPB}

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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

LLMind: Bio-inspired Training-free Adaptive Visual Representations for Vision-Language Models

Receipt and verification

First computed	2026-07-05T05:17:26.483150Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

cb696c4c7d69b484a2023753609242785152e691190bb4495e3903d8e4c29c19

Aliases

arxiv: 2204.09093 · arxiv_version: 2204.09093v2 · doi: 10.48550/arxiv.2204.09093 · pith_short_12: ZNUWYTD5NG2I · pith_short_16: ZNUWYTD5NG2IJIQC · pith_short_8: ZNUWYTD5

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/ZNUWYTD5NG2IJIQCG5JWBESCPB \
  | 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: cb696c4c7d69b484a2023753609242785152e691190bb4495e3903d8e4c29c19

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a181590001355a10a830b922879debc10ca34b8d1ecbf652e991598323b6a547",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2022-04-19T18:57:47Z",
    "title_canon_sha256": "a0938d790e1ce081ce0ccbb79600655f25cfd8ba584cf9fedbc483bb324cccd8"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2204.09093",
    "kind": "arxiv",
    "version": 2
  }
}