Pith Number

pith:LHRDN7UB

pith:2024:LHRDN7UBQFU2GC763HTVTK5W62

not attested not anchored not stored refs pending

Derivation of Back-propagation for Graph Convolutional Networks using Matrix Calculus and its Application to Explainable Artificial Intelligence

Abhishek Dutta, Rongting Yue, Yen-Che Hsiao

arxiv:2408.01408 v1 · 2024-08-02 · cs.LG

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\usepackage{pith}
\pithnumber{LHRDN7UBQFU2GC763HTVTK5W62}

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Record completeness

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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

Predicting Steady-State Behavior in Complex Networks with Graph Neural Networks

Receipt and verification

First computed	2026-07-05T08:51:38.032724Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

59e236fe818169a30bfed9e759abb6f6b0d6a477591207caf3554afd2e70b40e

Aliases

arxiv: 2408.01408 · arxiv_version: 2408.01408v1 · doi: 10.48550/arxiv.2408.01408 · pith_short_12: LHRDN7UBQFU2 · pith_short_16: LHRDN7UBQFU2GC76 · pith_short_8: LHRDN7UB

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/LHRDN7UBQFU2GC763HTVTK5W62 \
  | 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: 59e236fe818169a30bfed9e759abb6f6b0d6a477591207caf3554afd2e70b40e

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "08113d1630c807b823eb292a0d36c0cee258245b1b5aef12af4edf15310a8bca",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-08-02T17:33:52Z",
    "title_canon_sha256": "90992bb3d11a9e09cb5eb499e1c5bb2a7b865f9d7eec00e342811d0a80e9f948"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2408.01408",
    "kind": "arxiv",
    "version": 1
  }
}