Pith Number

pith:OJV5TJQZ

pith:2023:OJV5TJQZXC7KP6MYZRR62452IM

not attested not anchored not stored refs pending

Efficient and Flexible Neural Network Training through Layer-wise Feedback Propagation

Alexander Binder, Jim Berend, Leander Weber, Moritz Weckbecker, Sebastian Lapuschkin, Thomas Wiegand, Wojciech Samek

arxiv:2308.12053 v3 · 2023-08-23 · cs.LG · cs.AI · cs.NE

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{OJV5TJQZXC7KP6MYZRR62452IM}

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

1 paper in Pith

Relevance-driven Input Dropout: an Explanation-guided Regularization Technique

Receipt and verification

First computed	2026-07-05T11:24:01.170695Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

726bd9a619b8bea7f998cc63ed73ba432f70bf402a613c0c683cdbec9e2aafc9

Aliases

arxiv: 2308.12053 · arxiv_version: 2308.12053v3 · doi: 10.48550/arxiv.2308.12053 · pith_short_12: OJV5TJQZXC7K · pith_short_16: OJV5TJQZXC7KP6MY · pith_short_8: OJV5TJQZ

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/OJV5TJQZXC7KP6MYZRR62452IM \
  | 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: 726bd9a619b8bea7f998cc63ed73ba432f70bf402a613c0c683cdbec9e2aafc9

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f3c2c98933d843c263370820c6bf25afefacd3013a335f98142c67704c6bf720",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.NE"
    ],
    "license": "http://creativecommons.org/licenses/by-nc-sa/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-08-23T10:48:28Z",
    "title_canon_sha256": "874779b185ceed209ef7767e50e09fccaab674772bc9464e2bba37e38740c81f"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2308.12053",
    "kind": "arxiv",
    "version": 3
  }
}