Pith Number

pith:4B7UOID5

pith:2020:4B7UOID57MMO33IF7SXUDCDJ23

not attested not anchored not stored refs pending

ALReLU: A different approach on Leaky ReLU activation function to improve Neural Networks Performance

Stamatis Mastromichalakis

arxiv:2012.07564 v2 · 2020-12-11 · cs.LG · 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{4B7UOID57MMO33IF7SXUDCDJ23}

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

Rethinking Decoder Design: Improving Biomarker Segmentation Using Depth-to-Space Restoration and Residual Linear Attention

Receipt and verification

First computed	2026-07-05T02:36:09.359599Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

e07f47207dfb18eded05fcaf418869d6e3ee5d03d2068d9db86c89e94bdeeb4f

Aliases

arxiv: 2012.07564 · arxiv_version: 2012.07564v2 · doi: 10.48550/arxiv.2012.07564 · pith_short_12: 4B7UOID57MMO · pith_short_16: 4B7UOID57MMO33IF · pith_short_8: 4B7UOID5

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/4B7UOID57MMO33IF7SXUDCDJ23 \
  | 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: e07f47207dfb18eded05fcaf418869d6e3ee5d03d2068d9db86c89e94bdeeb4f

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "b1f36e35d5cc467b17d5017c02f0039269c21bb26fc3c0c5c7f10ecd7a8be7fc",
    "cross_cats_sorted": [
      "cs.NE"
    ],
    "license": "http://creativecommons.org/publicdomain/zero/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2020-12-11T06:46:42Z",
    "title_canon_sha256": "b182061965009787239dd739c7643454df48987ba247a516554fcf5f958eb1a2"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2012.07564",
    "kind": "arxiv",
    "version": 2
  }
}