Pith Number

pith:UNPOOT2W

pith:2021:UNPOOT2WRTKDGQ6HJIEDQAYHS3

not attested not anchored not stored refs pending

A Survey of Complex-Valued Neural Networks

Joshua Bassey, Lijun Qian, Xianfang Li

arxiv:2101.12249 v1 · 2021-01-28 · stat.ML · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{UNPOOT2WRTKDGQ6HJIEDQAYHS3}

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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

Robust Filter Attention: Self-Attention as Precision-Weighted State Estimation

Beyond Oversquashing: Understanding Signal Propagation in GNNs Via Observables

Receipt and verification

First computed	2026-07-05T02:10:42.259525Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a35ee74f568cd43343c74a0838030796d69289d46904a0efe474aabf484bd873

Aliases

arxiv: 2101.12249 · arxiv_version: 2101.12249v1 · doi: 10.48550/arxiv.2101.12249 · pith_short_12: UNPOOT2WRTKD · pith_short_16: UNPOOT2WRTKDGQ6H · pith_short_8: UNPOOT2W

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/UNPOOT2WRTKDGQ6HJIEDQAYHS3 \
  | 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: a35ee74f568cd43343c74a0838030796d69289d46904a0efe474aabf484bd873

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "d74ff67980be327344e9e123d462b5b69080bbba2b807ec1949622b931737a0f",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "stat.ML",
    "submitted_at": "2021-01-28T19:40:50Z",
    "title_canon_sha256": "4bf16c2071788656c0b8e66a6db9f22cd0b6a0fdc07642c5e6d3b7256e91cfd9"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2101.12249",
    "kind": "arxiv",
    "version": 1
  }
}