Pith Number

pith:TNVLB375

pith:2023:TNVLB375PHJ4IHXDAJ5UGWLJGX

not attested not anchored not stored refs pending

Concept backpropagation: An Explainable AI approach for visualising learned concepts in neural network models

Inga Str\"umke, Patrik Hammersborg

arxiv:2307.12601 v1 · 2023-07-24 · 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{TNVLB375PHJ4IHXDAJ5UGWLJGX}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

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

Backdoor Channels Hidden in Latent Space: Cryptographic Undetectability in Modern Neural Networks

Receipt and verification

First computed	2026-07-05T06:33:56.150453Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9b6ab0effd79d3c41ee3027b43596935c9fdda8e2997f33f491873d41201b571

Aliases

arxiv: 2307.12601 · arxiv_version: 2307.12601v1 · doi: 10.48550/arxiv.2307.12601 · pith_short_12: TNVLB375PHJ4 · pith_short_16: TNVLB375PHJ4IHXD · pith_short_8: TNVLB375

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/TNVLB375PHJ4IHXDAJ5UGWLJGX \
  | 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: 9b6ab0effd79d3c41ee3027b43596935c9fdda8e2997f33f491873d41201b571

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "797ddd411a475e01184db55c6cbb0baae882b666874972f8bb4e6a77b3eb9233",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-07-24T08:21:13Z",
    "title_canon_sha256": "1a197aa33d6062d5ed47c32fddfd9f8ea265baa8a52e9acf7d3951ae7733f963"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2307.12601",
    "kind": "arxiv",
    "version": 1
  }
}