Pith Number

pith:TT4M2MZC

pith:2019:TT4M2MZCKFTM3445NKVEP4EFZS

not attested not anchored not stored refs pending

Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation

Brian Kenji Iwana, Ryohei Kuroki, Seiichi Uchida

arxiv:1908.04351 v3 · 2019-08-06 · cs.CV · cs.LG · cs.NE

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\usepackage{pith}
\pithnumber{TT4M2MZCKFTM3445NKVEP4EFZS}

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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

XtrAIn: Training-Guided Occlusion for Feature Attribution

Receipt and verification

First computed	2026-07-05T00:17:54.544343Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

9cf8cd33225166cdf39d6aaa47f085cca3b0648bf5194e98b6af3d3f6e5b92f4

Aliases

arxiv: 1908.04351 · arxiv_version: 1908.04351v3 · doi: 10.48550/arxiv.1908.04351 · pith_short_12: TT4M2MZCKFTM · pith_short_16: TT4M2MZCKFTM3445 · pith_short_8: TT4M2MZC

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/TT4M2MZCKFTM3445NKVEP4EFZS \
  | 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: 9cf8cd33225166cdf39d6aaa47f085cca3b0648bf5194e98b6af3d3f6e5b92f4

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "2c07508ddaa3f7b42aae81d0aa676d15c0b8a2eb8a8c9ba87f666822179b3c60",
    "cross_cats_sorted": [
      "cs.LG",
      "cs.NE"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2019-08-06T13:05:04Z",
    "title_canon_sha256": "1cabdcaa2a76d83c1c2041234ec3097f05183c11d5e2ededa2e8588911e3c01d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "1908.04351",
    "kind": "arxiv",
    "version": 3
  }
}